http://www.informatik.uni-trier.de/~ley/db/conf/iccv/iccv2005-2.html ICCV 2005 (vol 2) http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.139 90 Learning Models for Predicting Recognition Performance Rong Wang, Bir Bhanu Institute Center for Research in Intelligent Systems University of California, Riverside Riverside, California 92521, USA {rwang, bhanu}@vislab.ucr.edu absolute accepted actual analysis audio authentication avbpa based between bhanu biometric biometrics boes boick boshra bound chebychev chen chernoff classification compare computer conference confidence correct different duda error estimate estimates extraction faces feature figueiredo figure fingerprint finite from galleries gallery gestures gives good graybill grother guyon hart hill iccv icip icpr identification ieee image images inequality integrated intelligence international interscience interval introduction jain johnson large learning logical lower machine makhoul margin mcgraw mitchell mixture model modeling models mood much note pattern performance person phillips population prediction probability proc proceedings processing publication rate recognition references robust scores shows similarity since size sizes small society statistics stork supervised table templates tenth test than that theory tighter transactions upper using values video vision volume wang what when wiley with within workshop http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.144 22 Lighting Normalization with Generic Intrinsic Illumination Subspace for Face Recognition Chia-Ping Chen and Chu-Song Chen Institute of Information Science, Academia Sinica, Taipei, Taiwan {cpchen, song}@iis.sinica.edu.tw adnin advance algorithm alogrithms also although analysis analytic application avbpa baker barrow based bases basri because belhumeur between brajovie bridging bsat cast center changes characteristics characterization chellappa class color compensating computer concept concerned conclusions conditions cone conf conference constraints constructed construction convex correlation cvpr database deriving described determining different dimensional direction eccv effectiveness efficiency even every experiments expression face faces factorization figure first fixed forms fourier from frontal generic georghiades gross hanrahan huang human iccv identity ieee illuminated illumination illuminations image images impressive improvement improves indicates integrability international intl intrinsic invariant irradiance issue jacobs jobson josa koudelka kriegman labeled lambertian learning lighting linear many matrix method models moses multiscale mumford natural nature negative nips normalization note novel object objects observation only order pami parts perform performance polyhedral pose possible presented problem proc proceedings properties propocessing quotient radiance rahman ramamoorthi rank rates raviv real recognition recovering references reflectance relationship rendering result results retinex riklin same scene scenes scheme sequences seung shadows shashua shown shows significantly simple simplicity single space statistics subject subjects subset subspace subspaces suitable summary surround symmetry synthesis system templates tenenbaum tenth test that then theoretical theory there this time trans ullman under used using valid variability variable variations varying verify vision weiss well what when with woodell yale zhou http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.168 53 Non-Negative Lighting and Specular Object Recognition Sameer Shirdhonkar David W. Jacobs Center for Automation Research University of Maryland, College Park, MD 20742, USA {ssameer,djacobs}@umiacs.umd.edu acta albedo along also amer america analogue angular appearance applications apply april arbitrary attempted automated automation ball based basri belhumeur best better between broadened california cambridge case ceramic clear coefficients computer conclusion conditions conf conference constraint control convex correct coupling creation data david determining difference dimensional directions discrimination distribution easily eigenvalue elementary enables enforcing environment epstein error errors especially ethz exact expect experiments extension faces faster figure fool fooled forms forward fourier framework frequency from future gaunt generated generative geometric give graphics gremban grenander groemer hallinan hanrahan harder harmonics have helpful herbert higher homeier http human iccv ieee ikeuchi illumination image images incorrect indeed institute integrability international intl introduced inverse irradiance jacobs john joloef journal june kanade kriegman lamb lambertian larger learning left levels light lighting like limit linear margarita matching math mathematical measured method methods model models molecular momentum more msql multiple murase nayar negative negativity noise noisy nonnegativity numerica object objects observations obtained okikiolu optical optimization osadchy other otto pami pattern planning possible presence press previous princeton problems proc proceedings processing produced produces programming programs properties quantify query radiance ramamoorthi ravi real recognition recovery reducing reduction references reflectance reflection relation relationship rendering report representation research respectively right robotics rose rubber sato sdpt semidefinite semidefinitequadratic sensor series shaker shape shiny shirdhonkar should shown signal snow solving some sons space specular specularities spheres spherical stanford steinborn strong structure subspaces synthetic szego table technical tenth than that their theochem theorem theoretically theory thesis this thornber todd toeplitz trans tutuncu umiacs under uniform university using various varying vision visual well what when wiley will with work workshop would wrong yalmip yuille http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.172 11 Object Detection in Aerial Imagery Based on Enhanced Semi-Supervised Learning Jian Yao and Zhongfei (Mark) Zhang Computer Science Department State University of New York at Binghamton Binghamton, NY 13902-6000 {jyao,zzhang}@binghamton.edu advances aerial against agents aircraft alarm algorithm algorithms analysis application applications apply approach assisted based basri bennett blake boosted boosting boundary brandt buildings cascade cascaded case centric chen cirelo classifiers clearly cohen comparison computer conclusions conference context cozman cuts cvpr data databases dayhoff demiriz demonstrate dempster detection developed efficient effort enhanced enhancing evaluation evaluations experimental false fast feature features filippidis framework freeman from fusion goldman grouping have huang human iccv icml ieee image imagery images incomplete indicate information intelligent intensity interaction international jain john jones kamgar laird learning machine machines malik martin mathematical maximumlikelihood measure measurements mendenhall merz methodology metric modeling multiclass multiscale murphy neural nevatia normalized nornoha object original pages pami paper parsi parsing performance present previous priming probabilistic procedures proceedings processing promise rapid rate rcon recognition references repository resolution revised revising royal rubin scheaffer schneiderman sebe segmentation semi semisupervised sharing sharon similarity simple sinha sons statist statistical statistics study superiority supervised support systems table tenth their theoretic theory this time torralba tracking training unifying unlabeled user using vapnik vector vehicle violaand vision wackerly wiley with yuille zhang zhao zhou http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.81 0 Efficiently Solving Dynamic Markov Random Fields using Graph Cuts adaptive ahuja algorithm algorithms amount applications approximate approximations augmenting available behaviour best binary blake boundary boykov brookes brown case changes changing chiang cliffs code cohen comparison computational computer computervision computing conclusion conducted conference convex corresponding cuts cvpr demonstrated detail difference different dinic does dokl dynamic dynamically eaglewood eccv efficient energy estimation every exact experimental experiments expression fast faster fields figure find finds first flow flows followed ford found frame frames from fulkerson fully functions further generic geometry gmmrf graph greig hall have however http human iccv ieee image images increased instance interactive international ishikawa jolly known kohli kolmogorov kumar lame least made magnanti markov math maximum method mincut minimization minimized model modelled modifications more mrfs need needed network networks normal noted number objects observe october optimal optimization optimized orlin page pages pairwise pami paper paths perez perform performance porteous posteriori power prentice preparation presented press princeton priors problem problems proceedings random rapidly real recomputes recreates recycled references region report request residual results rother royalstat running same search second segmentation segmenting seheult september sequence sequences should show shown since sixty small soda solution solutions soviet start static stereo stmincut stoc study substantially takes tamassia technical tenth than that their this thorup thus time torr trees university updated used using veksler versions video vision walk were what when which with zabih zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.181 74 On-Line Density-Based Appearance Modeling for Object Tracking acknowledgment adaptive advances algorithm anal analysis appearance applications apply approach approximation articulated automatically baker barron based bayesian black boomgaard boosted cambridge canada cascade changes color colour comaniciu combined comparison complexity component comput computer computing conclusion conf conference connecticut copenhagen corporate covariance czech davis denmark density described detection determined diego dorin duraiswami effectiveness efficient eigentracking elgammal estimation european examples fail failure fast feature features fieguth figure filling filter filtering fixed fleet football frame frames frey function gangnet gaussian gaussians gong gool greece greedy hawaii head heads hilton iccv ieee image incremental information intell international intl into ishikawa jepson joint jones journal juan june kauai kerkyra kernel koller krose layers learning left linear machine madison many maraghi marchette matching matthews mckenna mean meer meier method mixture mobile modeling models natural neural nguyen number nummiaro object objects occlusion october online other particle pattern perez person pixel prague presented press priebe probabilistic probabilities probability problem proc proceedings processing propagating puerto raja ramesh rapid rates real recog recognition rectangular references representation represented research result results rico right rigid robust ross scenes september sequence sequential shift siemens simple simulations space spaces spatial subspace succeed systems table target technique template tenth teropoulos thank this through time toward tracking trans univ update used using vancouver various verbeek vermaak video videos view viola vision visual vlassis volume weight which whose wise with worring yang ying http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.9 48 A Hierarchical Field Framework for Unified Context-Based Classification Sanjiv Kumar and Martial Hebert The Robotics Institute, Carnegie Mellon University Pittsburgh, PA 15213, USA, {skumar, hebert}@ri.cmu.edu above acknowledgments activity adding alarms also ambiguity anal appearance appearances approach approximations assumptions base based bayesian beach belief between black boosted boosting bottom bouthemy build building buildings carreira causally class classification classifier code coding collet collins color combining complex computer computing conditional conference confidence content context contextual correct could cvpr cycles darrell data database dataset december demonstrated dependencies detection detections detector develop diagrams different discriminative distribution efficient encode event explore false features felderhof feng fields figure final finally fink freeman frey frontiers future geman generative gibbs good graphs grass gratitude green handdrawn handwriting hebert hierarchical hierarchy higher hinton iccv icml ieee image images impoverished indicate indicates inference information input intelli intensity interactions interesting international issue itself keyboard kumar labeling labelling lafferty layer layers leading learning less linked loui mach mackay made marking markings markov mccallum mignotte model modeling models monitor more mouse multiclass multiscale murphy mutual natural networks neural nips note object observationconstrained osindero other output pami parameters parts patt pereira perona perpinan plan possibility preserved prez proapagation probabilistic problems proc proceedings processing quattoni random recognition references region regions relations relax relaxation respectively restoration result results revolution road rows same sand scene scenes score segmentation segmenting sequence shows simplistic simultaneously singhal skin snowbird softmax some sonar sowerby spatial special statistics stochastic street surface systems szummer tenth this torralba trans true understanding using variational vegetation video vision water ways were which white will williams with work workshop zemel http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.202 17 Reconstructing the Geometry of Flowing Water Ivo Ihrke Bastian Goldluecke Marcus Magnor MPI Informatik, Saarbruecken, Germany {ihrke,bg,magnor}@mpii.de achieve additionally ahrenberg allow allows appear applicability applying based compression computational computer conclusions conference consistency constraint constraints corresponding data define demonstrate details develop differential energy equation euler finer flowing formation formulation free from functional future grid have hierarchical higher hull iccv ieee ihrke image includes indicate international into june known lagrange leading level like lukas magnor marcus measurements media method methodology minimal minimized model multi natural novel other page partial phenomena photo presented problem proceedings real reconstructed reconstruction recording references refine refractive rendering representation research resolution resolve resulting solution solved stable suitability suitable summary surface surfaces synthetic tenth tests that thickness this underlying using utilize video viewpoint vision visual volumetric water weighted well which work world would http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.26 69 A Theory of Refractive and Specular 3D Shape by Light-Path Triangulation Kiriakos N. Kutulakos Eron Steger about acquiring acquisition agarwal along analysis angle appear applications applied approach average averaging baba background backward barsky belhumeur belongie best biological black blake bonfort bouguet bouguetj calib calibration caltech camera carving catadioptric cdrom centered circular combining complete compositing computed computer conference constraints correspond critical curless curved cvpr cybernetics dana davis dense depth depths detector determining developments differential digital dimensional direction discrete displays distance does doorn during dynamic each eccv efficiently engineering environment eurographics example examples experiments expoiting ezra facet faugeras fields figure finding fitting flow fluids footprint forward from general generalized geometrical geometry glassner gluckman goesele gotwols gradient gray grossberg guillemin hall halstead helmholz hertzman highlight horizontal http iccv ieee ijcai ikeuchi illumination image images imaging imai indicated informatik input inspection institut international josa kagesawa kanade kaufmann keller keriven klein klinke koendering kriegman kutulakos kyros label labels laser least lensch level light linear local maas mallick mandell mapped maps materials matlab matting matusik maxplanck mcmillan mean measurement measurements measuring method methods microsoft mirroring miyazaki model modeling monitor morgan morris motion moves multimedia murase murata nayar near nehab ngan normal normals novel object objects ocean ohtani omnidirectional optical optically optics oren orientations oriented pair pami parameters part patch path patterns perona perspectives pfister photogrammetric photogrammetry photometric physical pixel pixels planar plane pless point polarization pollack positions precise prentice principles proc proceedings ramamoorthi range rangefinder reciprocity reconstructed reconstructing reconstruction recovery references reflection refraction refractive render rendering research reveal review rusinkiewicz salesin sanderson savarese scalar scale seidel seitz setup shape shaped shiny short side siggraph single slant slope sources specular spline square squares stage steger stereo stereopsis stereovision stripe structure structured sturm supplementary surface surfaces surfel surfels synthesis systems tarini tech techniques tenth texture theoretical theory those threedimensional tilt toolbox topology toronto translation transparency transparent triangulation turntable twodimensional under underwater undulating using values verlag vertical videos view viewpoint views vision voxel waas wang water wave waves wavy weiss werner what white wichmann wind with workshop zhang zheng zickler ziegler zongker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.173 86 Object Recognition in High Clutter Images Using Line Features Philip David and Daniel DeMenthon Army Research Laboratory, 2800 Powder Mill Road, Adelphi, MD 20783-1197 University of Maryland Institute for Advanced Computer Studies, College Park, MD 20742 affine algorithm algorithms aligning alvey analysis annealing applications approach april assignment association august automated ayache baird based beveridge bolles british cambridge carmichael cartography cognition college combined comm computer computing conf conference consensus corner correspondence david december dementhon denton dept descriptions detector determination deterministic dimensional distinctive duraiswami edge electrooptical estimation faugeras features fischler fitting fourth from full geometric gold graduated graph grayvalue gwdg harris hebert html http hyper hypotheses iccv ieee image index information intelligence international interpretation invariants january journal july june keypoints lauterborn line local location lowe machine machinery manchester manual maryland matching merkwirth mikolajczyk mjolsness model mohr object objects optical optimal pappu paradigm park parlitz pattern perception perspective physik pictorial point pose positioning press proc proceedings processing projective random rangarajan ranked recognition references report retrieval riseman roberts samet sample scaleinvariant schmid science september shape simultaneous softposit solids southwest stephens symposium technical tenth three tipett trans tstool ttingen ullman under understanding university user using vision wedekind wiry with zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.211 83 Robust PointMatching for Two-DimensionalNonrigid Shapes Yefeng Zheng and David Doermann Language and Media ProcessingLaboratory Institute for Advanced Computer Studies University of Maryland, College Park, MD 20742-3275 {zhengyf, doermann}@cfar.umd.edu above abovedistortions accuracy achieved algorithm algorithms aligning alternative amount anal analysis applied approach ascertain aspect assignment assumption average based belongie besl best better between brown changes character chinese chui clear clustered college column compare computer computing contexts contrary correctly correspondence corresponding curves cybernetics data deformation degradation designed difference directly distance distribution doermann dshapes dynamics each easy errors estimated euclidean evaluation even examples find fish fpmalgorithm free from gaussian generated geoscience gold graduated graph however hummel iccvo ieee image images imaging improvement intell internationalconference jain journal kimia klein labeling landsat large last latter level machine malik maryland matched matching mathematical mckay mean measure method metric metrics moderate most must neighborhood noise nonlinear nonrigid number object obtain operations order other outlier outliers outperforms paired pairs park patrernanal pattern pelillo performance performs point points possible powerful present preserved proceedingsof processes puzicha quantified quantitative rangarajan rank ratio ratios recognition references registering registration relaxation remote reportlamp results rigidregistration robustness robustpoint rosenfeld same samples scene sebastian sensing sets several shape shapes shown signed significant significantly since society specific spread statistical subjected survey synthesized synthetic sytem table targer target technical techniques template tenth test that then there therefore these this three tocreate trans under understanding universityof used using variance verifies violates vision visionand warp warped well when whether which wilcoxon winner with zheng zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.37 2 An Iterative Optimization Approach for Unified Image Segmentation and Matting accurate acknowledgement agarwala algorithm alpha ambiguity ambiguous approach approaches arebitrary authors background backgrounds based bayesian belief blake blinn blue both build challenge chroma chuang code colin collecting color colors composite computer conditional conference corel corporation crucial curless cvpr detection digital early edge efficient erroneous estimation experimental extracted extraction felzenszwalb fields figure foreground freeman from generation grabcut grant graph graphs guide hanson help hexoctahedral huttenlocher iccv ieee image images information initial interactive international iterated knockout kolmogorov lazy learning like machine many matching matte matting mccallum method miao microsoft mishima models more natural optimality original other pami patent poisson proc proceedings processing product propagation random references research result rother rough ruzon salesin screen segmentation sharing shum siggraph sign signal similar smith snapping soft solutions space specified stereo strokes supported szeliski tang tenth test thank their theory this thus tomasi trans trimap upon user using video vision weakness weinman weiss where with work workshop would zheng http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.88 46 Ensuring Color Consistency across Multiple Cameras Adrian Ilie and Greg Welch University of North Carolina at Chapel Hill, Computer Science Department Sitterson Hall, CB# 3715, Chapel Hill, NC 27599, USA {adyilie,welch}@cs.unc.edu about accuracy achieving acquisition across adjustments affected algorithm alone also angeles annual another application applications applied approach area array arrays available avoid babelcolor baker barnard bayer become been best bishop brings calibrate calibrated calibrating calibration calibrations cambridge camera cameras carolina change changes chapel characterization chart checker circumstances closed closer coefficients color coloring colorrendition compensate complete computer computing conclude conclusion conditions conference coordinates corporation correlationbased corresponding creating creation crosscorrelation curves cutler cvpr davidson dense department dependent desired detail detailed devices dfwv different digital displays download dramatically driver easy eccv edition electronic enables engineering environment explore extensible field fitting flannery followed form from fuchs full function funt future generate germany goesele gopi graphics gretagmacbeth grey grossberg hanrahan hardware have help high hill horowitz html http iccv ieee image imagebased imagery images imaging immersive implements impractical incremental inexpensive informatik institut intel inter interface international investigate iterative iwan joshi journal kang known later least leastsquaresfitting level levoy library light lighting limitation loop macbeth main majumder make management many maps marcus master mathworld mccamy mcmillan methods minimizing model modeling module more mosaics multi multimedia nanda nayar need nielsen noise north numerical objects obtain omnidirectional only open opencv optical pages panoramic parallax particular pascale patent phase photographic physicallybased pixel plan planck plane plenoptic point porikli possible practical presented press problem proceedings process processing products profile profiling projector ptgrey quality radiometric real realtime recipes reconstructions references refinement rendering research resource response results saarbrucken same saved scene science scientific seales seamless second sensor sensors series settings seventh several shown shum siggraph single sixth sketch small society software solutions some sony source sources specific speed spie squares srgb stage stand stanford statistics stokes straightforward synthesis system systems szeliski target technical techniques technology teleconferencing tenth teukolsky that their them thesis think this threshold time together towles transforms type types under uniformity university using vaish values vetterling video videography view vision visualization volume weisstein welch what when which while wilburn with without wolfram work yang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.205 64 Recovering Photometric Properties of Multiple Strongly-Reflective, Partially-Transparent Surfaces from a Single Image ability able accurate acquiring acquisition ahuja also ambiguous anderson anisotropic approach architecture assumption augmented based been between boivin bougnoux bouguet brazilian buss calibration cambridge camera captured carlo cgiv cnpq common communications comp complex components computer conference curless cvpr davis debevec dependent determining diffuse digital distant distribution drettakis duiker efficient einarsson estimating estimation eurographics extend face fajardo fapemig field financially fixed flectance foundations fournier framework from fulk gagalowicz gardner general generalization generated geometryand ginsberg ginzton global glossy graphics gunawan hanrahan hara hawkins huang human hybrid iccv ideal ieee ijcv ikeuchi illumination ilumination image images implications improved inst interactive interface international introduction inverse jones kagesawa kojima koller lamber lambertian large levoy light lundgren machine malik martinez math mathematical matusik mcmillan measuring michelangelo minimization miyazaki model modeling models monte motion natural nayar ngan nishino objects opengl optimal optimization order oren pages pami parameters pereira performing perona pfister phong photographs photometric pictures plan polarization polarizationbased polynomial position posteriori poullis press problem problems proc proceedings processing programming project properties pulli ramamoorthi real reality recover recovered recovering recovery references reflectance reflection reflections reflectometry refractions refractive relaxations rendering report research residuals robert romanzin rusinkiewicz sagar sarokin scanning scene scenes sciences secondary semidefinite separating shade siggraph signal single source sparse sparsity specular squares statues structure structured stumpfel sums supported surface surfaces synthesis taylor tchou technical technique technology tenth texture textured this tian tokyo tracing trans transparent tsai under university using view views vision volume waki ward weng with without wolff work zhang ziegler http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.5 34 A Bilinear Illumination Model for Robust Face Recognition Jinho Lee Baback Moghaddam Hanspeter Pfister Raghu Machiraju Mitsubishi Electric Research Laboratories (MERL) 201 Broadway, Cambridge MA 02139, USA addy also analysis based basri blanz challenge computer conference courtesy database dome face fitting florida frgc frvt grand http humanid iccv ieee intelligence international jacobs lambertian linear machine model morphable ngan nist pattern proceedings recognition references reflectance sarkar scanning south subspace sudeep tampa tenth transaction transactions university vetter vision work http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.44 122 Bayesian Autocalibration for Surveillance Nils Krahnstoever Paulo R. S. Mendonc¸a General Electric Global Research, One Research Circle, Niskayuna, NY 12309 E-Mail: {krahnsto|mendonca}@crd.ge.com able about absolute actively affine agentbased algebraic ambiguities america analysis applications approach armstrong around august auto autocalibration automatically automation background bayesian been brown calculation calibrated calibration cambridge camera cameras canada chemical city clarendon classic close comfortably completely computer computing concept conclusion conf conference contain corfu correspondence criminisi described diagnosis differential dimensional discriminative discussion distance distances equation error estimated fast faugeras figure flexible foot frame from furthermore geometry gool greece hampshire hartley have head height heights hence highaccuracy homology human iccv ieee image implementation implemented information intell international intrinsic journal juan june khosla kneebone koch leads lenses liebowitz limiting london machine machines march maybank measurements meters metric metrology metropolis moving multiple needs nevatia november number object obtain only operations optimization optimizations originally oxford pages paper parameters pattern pentium people performance performed phil photogrammetric physical physics points pollefeys practical presented press problem proc proceedings process processes processing projective published puerto quadric quebec range rate real recognition reconstruction references reid relatively relies remote representations resolution resolving rico robotics rosenbluth royal running sampling saptharishi sciences self semple sensing september shelf shown simple simultaneous simultaneously single solution spite state steps stratification streams such surveillance system table technique teller tenth texts that theory this three throttled time trans triggs true tsai units university unknown using utilizing varying versatile video view vision volume walking with work zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.175 123 Objective Image Fusion Performance Characterisation accurately actual adelson advantage advantages algorithms also application applying approach approaches artifacts aspects available averaging avon based been berlin between blum burt camera capture categorization characterisation characterise chibani chipman clearly code communications compact compared comprehensive computationally computer concepts conclusions conference contrast contributions decomposition deeper demonstrated detail difference differences digital dimension disadvantages eccv efficient electronics enable engineering enhanced eurofusion evaluates evaluation example explained extensive february fewer figure further fused fusion gain gradient graham graphical heijmans high houacine iccv identify ieee image images important include individual information input insight interesting international into introduction involved kolczynski laplacian letters lncs loss measure merging method metric mitra models much multiresolution multiscale multiscaledecomposition multisensor munjanath objective observation october only optical orientation orthogonal paper pattern performance petrovi piella pixellevel possible prague presented previously proc proceedings processing proposed provides pyramid quality quantification range recognition redundant reference references representation representations result results robustly ruyven schemes seen sensitivity sensor shows signals spatial spie stratford study such system tenth tests than that their thermal these this through toet transactions transfer transform trends unconsidered undertaken upon using validate velaton versus very visible vision visual wavelet wavelets which whose wide wider will with within work would xydeas zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.94 77 Fast Global Kernel Density Mode Seeking with application to Localisation and Tracking Chunhua Shen, Michael J. Brooks, Anton van den Hengel School of Computer Science, University of Adelaide, SA 5005, Australia {chhshen,mjb,anton}@cs.adelaide.edu.au aaai aarts academic accelerate accelerating achieved across adaptive additional adopted advanced again algorithm almost also always american anal analysis annals annealed annealedms annealing applications approach area articulated artificial association australia average avoiding bandwidth bandwidths based basket basketball because been better blob body both bound brief brooks bump camera capture carefully changes chaudhuri cheng circles classification clustering collaborative collins color colour comaniciu comp compared comparison computation computer computing conclusion conf conference control convergence copenhagen cost curve data davis decreased denmark density design designed desired details deutscher dewan diego digital dimensions discriminative drifts driven duraiswami early effects efficient elgammal empirical estimation european even example existing explore extremely face fails false fashing fast feature features figure first frame frames france fukunaga function fusion future gangnet gaussian georgescu global gradient hager hall hardle hashing have hierarchical high histogram histograms hostetler however hunting iccv ieee illumination image immediately importance improvements information intell international into introduced iterations joint jones kaelbling kernel kernels kluwer krose laarhoven large learning like lindeberg lncs localisation locality loses mach madison marked marron mean measure meer method methods might minnotte mixtures mode models modes motion muller multiple neal necessary needed neural next nice nonparametric number object observe obtained occlusions only optimization ortiz other over overrelaxed part patt pattern peak peaked peaks perez perform performances presented press probabilistic proceedings processing promising properties provides publishers ramesh rather recog recognition recorded recovers references reid relaxed relying results robust robustness roweis salakhutdinov sampling scale schedule schedules search searching seeking segmentation selection semiparametric sensitive sequence series sheather shen shift shimshoni show shown shows signal significantly similarity simple simulated size sliding slightly solely space spaces spatial speed speedup sperlich springer squares standard statistical statistics stewart stochastic stockholm strategy study successfully such survey suter sweden sydney symp target techniques tenth termed texture than theory therefore this through tomasi toward track tracker tracking tracks trans transformation uncertainty unstable unsupervised valley verlag vermaak very video view vision wang washington weetbix weetbixbox werwatz when which will wisconsin with work works yang zhang zivkovic http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.197 8 Quasiconvex Optimization for Robust Geometric Reconstruction Qifa Ke and Takeo Kanade, Computer Science Department, Carnegie Mellon University {Qifa.Ke,tk}@cs.cmu.edu acknowledgements adjustment affine afosr afrl aided analysis application applications applied approach based baseline beardsley both boyd bundle cambridge carving chief computer computing conference constraints convex criminisi cvpr data debitetto demonstrated determination determining diel directors effectiveness efficient environments epipolar error estimating estimation estimator exact exploration fitzgibbon formulation framework from functions general geometric geometry glassman grant graphics haralick hartley have heise high iccv identified ieee ijcv image inertial interactive international interpretation intuitive investigating june kang kutulakos lecture linear managed many mclauchlan minimization mlesac modern motion multi multiple murray navigation neal nolle notes oliensis optimization other ottenberg pami perspective point pose potentially press problem problems proceedings program projective quality quan quasiconvex real reconstruction references reprojection research review robert robust schaffalitzky science scientist seitz sequential shape sharon sierakowski solutions space springer stereo structure sturn supported synthesis synthetic szeliski teller tenth theory therefore this torr triangulation triggs uncertainty under understanding university updating usaf using uyttendaele vandenberghe very video view vision winder with workshop world zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.64 3 Convex Grouping Combining Boundary and Region Information Joachim S. Stahl and Song Wang Department of Computer Science and Engineering University of South Carolina, Columbia, SC 29208 stahlj@cse.sc.edu, songwang@cse.sc.edu active algorithm algorithms alter amir analysis annual background based basri beyond borra boundaries boundary boyer chan change characterization closed closure cluttered comparison completion computer computing conference connected continuation contour contours controlling convex convexity csrg cuts cycles department detecting detection drawings edge edges efficient eigenvalues eigenvectors elder estrada european extracting extraction faster feature features figure finding framework from geiger generic global globally good graphs ground grouping groupings groups huttenlocher iccv ieee image images inferring intelligence intermediate international ishikawa jacobs jepson jermyn johnston journal kanizsa krupnik kubota level lindenbaum local locally machine mahamud malik measures measuring medioni minimum models modules multiple natural network normalized optimal organization pages paths pattern perceptual perceptually performance planar praeger prior proceedings processing quantitative ratio real recognition references regions report research robust role rubin saliency salient sarkar saund science search segmentation separation shapes shashua siskind sketches small structural structures symposium technical technique tenth theory thornber toronto trans transactions ullman university using vese vision wang wayner williams with without york zhong zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.174 82 Object Tracking Across Multiple Independently Moving Airborne Cameras Yaser Sheikh Mubarak Shah Computer Vision Laboratory, School of Computer Science, University of Central Florida, Orlando, FL 32826 about acquiring across active activity aggarwal algorithm algorithms aloimonos amidi approach automated azarbayejani background bayesian blended blob brodsky calibrating cambridge camera cameras checka cluttered cohen collins color compactly computer computing concurrent conference consistent continuity continuous cooperative correct correspondence cvpr darrell davis demirdjian dense despite detecting disjoint distributed duration eccv environments estimated estimation experiment features felzenszwalb fields figure first from fujiyoshi function geometry graph greedy hartley hopcroft human iccv icip icpr ieee ijcv independent information integration international irani javed journal kanade kang karp kettnaker khan labeling learning lipton matching matsuyama maximum medioni mittal modelling models mosaic mosaics motion moving multi multiframe multiple multisensor multitarget noniterative object objects overlap overlapping partite patterns peleg pentland people person plan planar pless point press proceedings quadratic rasheed real references romano rousso scene second segmenting self sequence sequences shafique shah shape short siam statistics stauffer stein stereo streams structured summarized surveillance system temporal tenth their tieu time tpami tracjectory tracked tracker tracking transfer ukita university using video view views vision visualization were with within zabih zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.229 61 Spherical Matching for Temporal Correspondence of Non-Rigid Surfaces Jonathan Starck & Adrian Hilton Centre for Vision, Speech and Signal Processing University of Surrey, Guildford, GU2 7XH, UK j.starck,a.hilton@surrey.ac.uk http://www.ee.surrey.ac.uk/CVSSP/VMRG acknowledgements advances alexa analysis animation antonio authors based besl bouguet bouguetj calib calibration caltech camera capture carceroni computer conference epsrc fall forum from gartshore graphics gregor iccv ieee intel intelligence international journal kick kutulakos like machine matlab mckay mesh method micilotta miller morphing motion multi over pattern people port proceedings rachel recent references reflectance registration rigid sampling scene shape shapes streams supported surfel technical tenth thank this toolbox transactions video view vision volunteering walk work would http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.61 51 Consistent Segmentation for Optical Flow Estimation C. Lawrence Zitnick Nebojsa Jojic Sing Bing Kang Microsoft Research Redmond, WA {larryz,jojic,sbkang}@microsoft.com account accurately adaptively addition adelson adequate affine aistats algorithm also ambiguities anandan appear appearance application applications approach areas artifacts artificial assume automatic average avoid ayer based bayesian been black both boundaries boundary camera capable case cases chang chuang closer cluster coder cohen coherence color colors committing communications computation computer conclusions conference consistent correct coughlin could criminisi critical curless currently cviu cvpr darpa decisions deformation deliberately delineating deng design detecting determining difficult digital direction discontinuities distributions dordrecht edge editor effectiveness efficient encoding estimating estimation evidence exemplar exist expediency extracted extracting extraction factor factored fields fill filling fixed fleet flow flows frame frames framework frey future generative global graphical graphics graphs grouping haloing have heisele help helpful hierarchical high hinton holes horn however iccv ieee ijcv image images incorporating incremental information initial inpainting instead intelligence international interpolated interpolation iterative iteratively jepson jojic jordan justifies kanade kang kannan khan kluwer krebel kschischang kumar larger layered layers learning likelihood loeliger lucas matching matting maximum mitra mixed mixture model models more motion motions moving mukherjee multiple nature neal nonparametric number object objects occlusions optical other otherwise parameterized parametric particularly perez permits piecewise pixels plausibly posed problem proc proceedings processing product purpose quality recognition recover reduce reduces references region registration removal representation representing reshape results rigid ritter robust sacrificing salesin sawhney schunck segment segmentation segments sezan shah show shown shum siggraph significant significantly similarity simultaneous smooth smoothness sophisticated sparse spatial spie spline stereo such szeliski technique tekalp temporal temporally tenth textureless that theory these thin this tooning toyama tracking trans trivial typical understanding unified used using uyttendaele variants very video view vision visual wang weiss where which winder with without workshop would yacoob zitnick http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.143 29 Learning the Probability of Correspondences Without Ground Truth again against alamitos algorithms baker bauckhage bayesian bowyer change characteristics characterization chen claus coherence collins colorado compass computer conference cons corfu corner correlation correspondence coughlan cvpr czech dense descriptors desired detection detector detectors direction eccv edge elsevier empirical epipolar european evaluation extraction fiducial figure first fitzgibbon forstner fort fourth frame from geometry global greece ground heyden iccv icpr ieee image inference interest international invariance ioannidis journal june learning lett local manhattan measures methods mikolajczk mohr natural nayar noise note pages pairs parsing pattern performance phillips point prague press probabilistic proceedings pros recogn recognition references reliable republic respectively rohr rosin scenes scharstein schemes schmid science score second segmentation sequences settings shree single society stereo szeliski taxonomy techniques tenth third thresholding truth unifying using various versus vision volume wexler within workshop world yuille zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.38 44 Appearance modeling under geometric context Jian Li1, Shaohua Kevin Zhou2, and Rama Chellappa1 accomplish advantage affine algorithm along analysis appearance appl approach architecture articulated based baseline because belongie better blanz blurred both cases challenge choose clarendon classification closest combined comparing computer computerized computers conference contains contexts contour cootes correct corresponding cumulative curves cvpr data designed despite different difficult digital displays distance distortion distribution does driven dynamic each editing ehrenpreis equation face features figure fitting forsyth fragments from fundamentals gait gallery geometric gets gives gorelick graphs grouping hagedoorn hall handling have head helps high higher human iccv icpr identification ieee illustration image images imaging industrial information inner intermediate international invariant jacobs jain june kadyrov kimia klein lades left level ling link lower mainly match matching math mean medial medical methods mirror model models modern more morphable mostly motion motions normal normalized normalizing object observe obtain obtains occlusion occlusions only osher outperforms over overall oxford pami paragios parameters part parts perceptual performance person petrou phillips pixels pocv poisson ponce pose prentice prenticehall press principles probe problem proc proceedings processing radon rate rates recognition references report representation respect results rigid robust same scale scaled sebastian segmentation sets shape shapes shock shown shows silhouettes similar slaney slightly society spie springer state statistical such superior table tamrakar target task taylor technical template templates tenth than that their then this three thus tomographic topology torso trace trans transform transformed universality upper using usually veltkamp verlag very vetter vision visual warping weights while with without wolberg http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.100 28 Finding Tree Structures by Grouping Symmetries acknowledgments active aerial after agrawal algorithm algorithms analysis annual applicability application applied approximate approximation aspects association august australia automatic avnir axial axis barzohar biological biology blum boundaries burbeck closure clustering cole collide collins colored communication comp comparable computational computer computing conf conference connected constrained continuous contour contours cooper cores costa curve curves cycles decomposition description despite detecting detection dickinson discrete dynamic each edges editing elastic elder estimation euro example examples extracted extraction fast faster feature figure finally finding flexible forest form forms fort fragment free from geiger general generalized geometricstochastic globally goemans gradient grant grants graphs grayscale grouping gupta hard hariharan have here hierarchical iccv idea identifying ieee illustrate illustrates image images implementation intelligence interest international intl introduced ishikawa japan jermyn journal june kass kimia klein kohn lewenstein local locally machine main manner mapping maps matching medioni method minimum modeling models montanari network networks noisy note object objects occluders optimal organization orientation oriented osaka partially particular parts patt pattern peleg pelillo perceptual pictures pien pixel pizer points polynomial porat primitive principal priori problem problems proc proceedings programming propagation ratio ravi recognition reconstruction references regions reisfeld representation representing research result roads saliency salient science sebastian seeking segmentation segmenting segments self shaashua shah shape shapes shared shock shokoufandeh show shown siam siddiqi sidney similarity simple skeletons snakes some spatial steiner strength structural structure structures supported symmetry symmetryseeking symposium system tampa tari technique tenth terzopoulos that theoretical this time tions tracking transac transactions transform transformed transforms tree trees ullman understanding using values variant vector vision visual vlontzos washington wave when which williamson with without witkin wolfson work yeshurun yuille zabrodsky zhong zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.19 1 A Shape-based Segmentation Approach:An Improved Technique using Level Sets Hossam E Abd El Munim and Aly A. Farag CVIP Lab, University of Louisville, Louisville, Ky 40292, USA E-mail: {hossam,farag}@cvip.uofl.edu active adaptive against algorithms also analysis approach approaches april assisted baillard barillot based better between binary boundary bouthemy brain caselles chan chen classification collins color colorado combridge complex comput computational computer computing conf conference contour contours conventional correspondences coupled curvaturedependent cvpr data deal december deformable depends deriche describing differences discontinuities distance does duda duncan edges example farag fast faugeras febreuary finding flow formulation fort france from front fronts function functions geodesic geometric give gomes graphics grimson grows hamilton handle hart hassan have hossam huang iccv ieee ijcv image images imaging implicit incompressible influence information inria inside international intervention inverse involving iteratively jacobi john journal june kimmel level leventon malladi malo maps marching mean medical merriman metamorphs metaxas methods miccai minimize missing modal model modeling models motion multi multiphase mutual need noise november objective objects occluded osher overcomes pages pami paragios parameters part parts pattern phase physics point pose presented press problems proc proceedings propagating propagation proposed recognition reconciling references regionbased registered registration regularization report represented resulting ribbon robust rousson saint sapiro scans schultz segment segmentation segmenting september sethian sets shape shapes signed smereka solutions sons speed springer square staib starfish statistical stork sulcal summation surface surfaces sussman tagare technical technique techniques tempany tenth terzopoulos texture than that topologies tracking training trans tsai tuning unifying university using values variational vemuri ventricles vision visual washington weighting weights wells which wiley willsky with zaho zeng http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.86 50 Efficiently Registering Video into Panoramic Mosaics adjuster adjustment agarwala algorithms alignment allow allows analysis anandan appear applications august austin automated based bauckhage been bellows bender bitrate bolles bounding brown bundle burt cambridge cartography characterization coding communication communications compositing compression computer computing conference consensus constrained constructing construction consumer creating cvpr darpa debevec december detectors dimension distinctive does dynamic each eccv england environment environments erratum error errors essa european evaluation experiences features february fifth figure first fischler fitting flannery france freiburg from full geometrically geometry germany global graph graphical graphics greece half hartley height herman high iccv icip ieee image images improving increase indexing inference interest international invariant irani isbn issue journal juan july june kang kerkyra keypoints kumar large left less local lowe malik manifold mann maps massey matching maximum measurement merged merging microsoft model models modern mohr monterrey mosaic mosaicing mosaics motion multi multiple nice ninth normalized november numerical october optimizing oriented pages panoramas panoramic paradigm patches pattern peleg percentage photographs picard pixels planes plot point points practice press proc proceedings process processing projection published puerto quality radiance random range recipes recognition recognizing recovering recovery reference references registration report representations research resolution respectively rico right robust rousso saic salesin salient sample sawhney scale schmid schodl scientific september sequence shum siggraph signal size sizes smile society special speedup springer stabilization stills stitching structure synthesis systems szeliski taken technical techniques tenth teukolsky textures than their through time times topology torr trans transactions triggs tutorial uncompressed understanding university using uyttendaele value various vetterling video videobrush view virtual vision wacv weiss were width winder window with without workshop zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.218 45 Shape and Appearance Repair for Incomplete Point Surfaces abidi acknowledgements active advances aided alexa alfred algorithm alpha amenta approach approximation approximations bajaj ball based basis beatson belyaev bern bernardini bertalmo blake blend boundary brook candidate carr caselles center cherrie clarenz cohen completion complex computer computing conditions conducted conference context contour crease curvature cvpr data davis defective department derose design detection diewald diffusion digital dimensional distance dpvt duchamp dziuk edelsbrunner editing element estimating estimation evans exchange fast fedkiw fellowship field fields filling finite fitting fright from functions gangnet garr geometric gradient grant graphics gross holes hoppe iccv ieee image imaging implicits inpainting integration interactive international johnson journal july kamvysselis kang kass knoll kojekine koschan level levoy local manipulation marschner masuda mccallum mcdonald mcdonnell mesh method methods mitchell mittleman modeling models mucke multi noisy normal objects ohtake osher page pail park partially partition pauly perez piecewise pivoting point points pointshop poisson polygonal polyhedral proc proceedings processing quadrics radial range recent reconstruction references registration repair representation research restoration robust rumpf rushmeier rusu sapiro savchenko scalar scans science seidel sept sets seyoun shapes sharf shum siggraph signed silva sloan smooth snakes stony stuetzle supported surface surfaces symposium system taubin tensor tenth terzopoulos textured this three transmission triangle turk tvcg unity university unorganized using utomatic variational verdera vision visual visualization volumetric voronoi voting when whitaker with work workshop zhao zhou zwicker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.80 35 Edge-based rich representation for vehicle classification Xiaoxu Ma W. Eric L. Grimson Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology, Cambridge, MA 02139, USA xiaoxuma@csail.mit.edu welg@csail.mit.edu acknowledgements active adaptive agarwal also analysis another appearance approach april artificial ashua authors background baker based basri bayesian belongie better biswajit bmvc bose burl canny categories causal chamfer changes chris cipolla class classes classification cluttered comaniciu compared comparing comparison computational computer computing conclusion conference connected constellation context contexts convex cootes curves cvpr darpa december deformable demonstrate describes descriptors detection developed dimensional discriminative discussed discussions distance distinctive dubuisson each eccv edge edwards efficient error evaluation examples experimental experiments feature features fergus field figure first fold forms from further future generative geometry global globally good grants grimson groups hausdorff hebert here higher however huttenlocher iccv identity ieee ijcv image images improve improves includes incorporating incremental indexing intelligence interest international interpretation invariant investigated jacobs jain january jolly july june jurie keep keypoints kinh klanderman kumar lakshmanan large learning like local localisation localizing locally lowe lozano made malik march markov matching mean meer method migdal mikolajczyk mixture model models modifications modified modifying more motion multiscale natural necessary necessity network november object occlusion original overlapping pages pami paper part parts perez performance perona photometry points presented probabilistic proc proceedings proposed puzicha random rates rather ratio real reasons recognition references region regions relatively repeatable representation results rich road robust roth rucklidge saliency salient scale scenes scheme schmid score searching second section seen segmentation september shape shift shown shows sift single space sparse stated stauffer stenger still structural structure structures subtraction sullivan supported surveillance system task taylor templates tenth tested than thank that thayananthan these this those three thresholds tieu time torr toward tracking training trans tree types ullman under unsupervised useful uses using vehicle vehicles video view vision visual voting weber welling whereas whole with work workshop worse would zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.163 10 Multiple View Geometry and the -norm ˝ adjustment algebra algorithm algorithms analysis applications autocalibration automatic based beijing benedetti boyd bundle busti cambridge camera canada carlsson china computer cone cones conf conference conjunction convergent convex criminisi dense edition environments estimates european explo factorization farenzena finland fitting fitzgibbon from fusiello geomet geometric geometry globally graphics greece hartley heyden higgins iccv ieee image institute intelligence interactive international interval invariant journal kahl kanade kang kerkyra lappeenranta lebret linear lobo longuet machine matlab matrices mclauchlan method methods minimization modern motion multi multiple nature nist optimal optimization order orthography over pages pattern plane press problems proceedings programming projection projections projective ration real recognition reconstructing reconstruction recovery reference references rother royal scandinavian scene schaffalitzky second sedumi sequences shape shashua software streams structure sturm subspace sweden symmetric synthesis szeliski technology tenth their thesis tomasi toolbox torr trans triangulation triggs uncalibrated under understanding university using uyttendaele vancouver vandenberghe video view vision volume washington winder with wolf world zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.154 47 More-Than-Topology-PreservingFlowsforActiveContoursandPolygons Ganesh Sundaramoorthi and Anthony Yezzi School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta, GA 30332 {ganeshs, ayezzi}@ece.gatech.edu abrams acknowledgments active algorithms also analysis annals anonymous appl application approach approximations associated ayezzi based bear bimodal bone bruckstein cambridge cantarella case caselles cerebral chan chang change charged circles coarse comm commonmethodtosmoothsurfaces compared computational computer computervision conf conference consider contour contours convex corrected cortex curvaturedependent curve curves december defined deformable deriche detection differential diffusion edges editors embedded energies energy equation equations evolutions experimental experiments extend extending faugeras features february fine flow flows fluid freedman fronts functions future gage gatech geodesic geodesicactivecontours geometric geometrical geometry georgia ghomi global gomes gradient grayson griffin hamilton hara hawaii heat hermosillo higher howard http iccv ieee ieeetransactionsonpatternanalysis illustrate image imagery images implementation information institute intelligence interesting international internationaljournalof involving jackson jacobi jalba jeremy jermyn journal june kass kichenassamy kimia kimmel knot knots krim kumar level like lillholm line machine machineintelligence math mathematics meancurvature medical method methods minimize mobius mode model models most multi mumford naturally networks october ofpatternrecognitionandartificial olver optimal order osher pages paper paragios particles particular pattern physics piecewise planar plane planes pointing points polygons preservation preserving prince problem problems proceedings processing propagating properties proposed providing pure real recognition recovery references regions regularizing relevant report results reviewer rochery roerdink round sapiro satellite scale second segmentation segmentations sethian sets shah shaked shape shortening showed shown shrinking shrinks simulated since smooth snakes some space speed spie statistical sundaramoorthi supervised surface surfaces tannenbaum technical technology tenth terzopoulos texture thank that their theoretic theories therefore this topology transactions trimodal tsai unal undesirable unfolding unknots unsupervised users using valentino variational vese vision vlsm volume wallace wang were wilkinson will willsky wish with without witkin work works workshop yezzi zerubia http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.25 68 A Theory of Inverse Light Transport acknowledgements acquiring acquisition addison alfred analysis appear applied artificial award bajcsy based bishop both bounce calibration canada cancel cancellation captured capturing case chen cohen color computed computer conditions conf conference constancy corporation correctness council debevec decomposed demonstrated detection devising diffuse digital direct disco discussions doorn drew dual duiker early efficient engineering environments equation estimating existence face feiner fellowships field figure foley forsyth foundation francisco from fuchs funt future garg general geometric geometry glassner global goesele gortler grants graphics greenberg grzeszczuk hanrahan hawkins helpful highlights horn horowitz hughes human iccv ieee ikeuchi illumination illuminations image images immel include indirect induced input intelligence intensities inter international interreflections into inverse jensen kajiya kanade kaufmann klinker koenderink lambertian lang left lensch leonardis levoy light local lumigraph machida machine malik mapping marschner matrices matrix mcmillan measuring method methods microsoft mitsunaga modeling models modes more morgan moving mutual natick national natural naval nayar novak objects office operators over part pattern perceiving peters photographs photography photon physics plenoptic practice principles problems proc proceedings program proved publishers radiometric radiometry radiosity reading real realistic recognition recovering references reflectance reflection reflections rendering research rgpin right sagar sarokin scaled scenes science sciences segmentation seidel self shading shafer shape siggraph sloan space spie steven such supported surface synthesis synthetic system szeliski takemura tchou tenth thank that theory this trans transactions translucent transport treat unconstrained under understanding unknown using verified viability vision wesley when with work world yokoya zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.241 20 Uncalibrated Perspective Reconstruction of Deformable Structures alexander algorithm algorithms anandan another applications based biermann blanz body bougnoux brand bregler calibration camera cameras carroll central chai chang choice closed computer conference constraints costeira creating criticism cvpr deformations degenerate deriche dilation dimensions dynamic eccv environments epipolar euclidean faces factorization faugeras fitting form frame from fundamental geometry gool gupta hartley hebert hertzmann iccv ieee ijcv image images independently internal international irani iterative kanade kanatani kang koch large least linear luong mahamud matching matrices matrix method methods metric model modeling models morphable morris motion moving multi multibody multiple nemann objects oliensis optimal ordinal orthography parameters partial perspective pollefeys practical practice proceedings projection projective psychometrika rank reconstruction recovering recovery references rigid robust sastry scale scene scenes scho seen segmentation self selfcalibration shape shashua siggraph situation soatto solution space spite squares stereo streams structure sturm synthesis szeliski technique tenth their theory three through tomasi torresani tracking triggs uncalibrated uncertainty under unknown using varying vcir vetter vidal video views vision wacv weinshall what with wolf workshop xiao yang zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.176 13 Okapi-Chamfer Matching For Articulate Object Recognition academic activities addison affine affinely alon amsterdam analysis animals appearance application approach approximate approximations articulated athitsos automatic baeza barbara based belongie berkeley boostmap british build burl butterworth cambridge camera canada chamfer ciocca cipolla clips cluttered coherence collins color computer conf conference configurations containing content context contexts contour corfu croft czech darrell data detection development disco distinctive document edition editor editors effective efficient estimating estimation estimator european exploration face faces fang fast features ferrari filtering formal forsyth fort france from gagliardi generation geometry gesture gestures global gool grammar grayvalue greece hand hashing heinemann heuristics html http huang iccv ieee image imai indexing information intelligence international intl invariant invariants january jones journal july june kanade keypoints kimura kluwer kollios korea kovacevic kuch lafferty language lazebnik local london look lowe machine madison malik matching method mining model modeling models modern mohr mojsilovic monocular moving multiple neto newton nice object objects october oddy pages parameter parts pattern patterns perona photometry poisson ponce porter pose posture prague probabilistic proc proceedings processing puzicha query quick quicklook ramanan rankings real realtime recognition references regions rehg relevance report republic research retrieval ribeiro rijsbergen robertson rothganger safranek santa scale scenes schettini schmid sclaroff searching segmentation segmenting selfoccluding semi sensitive september shakhnarovich shape shimada shirai sigir similarity simple simultaneous sivic skin some south springer statistical stenger study system systems technical telecollaboration teleconferencing temporal tenth thayananthan third time torr tracking training transactions tree tuytelaars unimib using vancouver variantion verlag video viewpoint viola virtual vision visual vocabulary volume walker washington weber weighted wesley wisconsin with workshop yates york yorkshire zhai zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.8 16 A Graph Cut Algorithm for Generalized Image Deconvolution able about accelerated acquisition algorithms also although anal analysis another appear appears applications approximate approximation arbitrary arise assumption asymptotic asymptotically augmenting becomes belief below beretro better boccacci both bottom bouman boykov cambridge case choices chosen coil comparison complexity compound computational compute computer computing conclusions conference connected constructed convex cornell correspondence could cover current cuts data decreases definitely definition dense describe differences discontinuity done doubled edge edges efficient efficiently encoding energy estimation evaluation exact expect experimental experiments extension factor fall fast faster field fields figueiredo figure flannery flow found frame freeman from function functions further gaussian gaussmarkov general generalize generalized gives going gold good graph graphical graphs handle have heavily hence however iccv ideally identical ieee image images imaging improved improvement improvements improves increase inference information inputs instead institute intell intelligence intelligent international introduction inverse inversion investigate ishikawa issue journal kaufmann knee knees koch kolmogorov large lauterbur leitao less liang linear location long mach machine magnetic majority make markov matrix medicine method methods minimization minimized minimum model modeling models more morgan much nature nearly need negative neighborhood networks normal number numbers numerical obtained obvious often only optimization order original originals outputs pages parallel parameters paths patient pattern pearl perform performance perspective peter phantom physics pixels plausible poggio practice predicted present preserving press principle principles priors probabilistic problems proceedings processing produce produced propagation pruessmann psnr quadratic quite random reasoning recipes recognition reconstruct reconstructed reconstruction reconstructions redundancy references refining region regularization rely remains reports resonance restoration results roughly running russell same sampled sampling sauer scan scharstein scheidegger seems sense sensitivity several short should shown signal significant slightly smoothing solution somewhat sparse sparsity spatial speed springer standard stereo subtle system systems szeliski tappen taxonomy techniques tenth terms teukolsky than that theory these thesis this thus time times torre trans transactions unclear unsupervised used using vast veksler verlag version versions vertices vetterling vision weiger well what where which while widely with work worse would zabih zoomed http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.171 115 Object Categorization by Learned Universal Visual Dictionary J. Winn, A. Criminisi and T. Minka algorithm allerton analysis annotation approach april august bags banks barnard based bayesian bialek blake bmvc bottleneck bray capri categories categorization category class classification color communications computation computational computer conf conference copenhagen csurka cuts cvpr dance dimensional duygulu eccv estimation extending extraction fergus filter fisz foreground form forsyth fragment france freitas from fryzlewicz google grabcut graph graphical graphics greece haar iccv ieee ijcv image images information intensity interactive interchange international intl invariant italy iterated iwvf journal june kasson kerkyra keypoints kolmogorov kumar learning leung london machine madison malik method minka multimedia naquet nason necessary nice object october pages pereira perona picard pictorial plouffe poisson prague proc proceedings recognition recognizing references representation retrieval rother rubner sali scale segmentation selected shot siggraph single spaces statistical statistics structures surfaces syst tenth textons texture three tishby tomasi torr trans transactions translation ullman unsupervised using varma vidal vision visual volume with without workshop zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.177 102 On Optimal Light Configurations in Photometric Stereo acknowledgements acknowledges acquisition adapt america analysis arbitrary attention augustae available basel bezdek birk bunke camera cameraready case chantler charles circle colorum community computer concatenation concise conference configuration configurations constant constructed cover curie czech degrees dependence derived determined determining developed drbohlav empirical engineering enough epsrc equally error establish european explanation extended faculty fellowship figure first fotometricke four framework from fundamental furthermore gradibus grant have http iccv ieee illumination image images includes including initially intelligence interesting interestingly international intraeuropean jiang journal kelley knowledge lambert language lesser light lights luminis machine macs marie master mathematics mensura method more most multiple noise normals novel number numerical numerous observation optical optimal optimisation orientation orthogonal other others pages paper pattern phocal photometria photometric physics placed plus prague precisely presence proceedings processing programme properties provide question radiometry received reconstructed reconstruction references repeated republic residing results sara should showed shown signal sive slant society solution source sources spaced specifically spence stereo stressed such supervised support supported surface surprising synthesis tenth texture that then theoretical theory therefore thesis this three tilt total transactions triplet umbra university used using vertical vindelicorum vision well which with within woodham workshop would http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.162 92 Multiple Light Sources and Reflectance Property Estimation based on a Mixture of Spherical Distributions able accuracy ahuja albedo albeit algorithm also anal angle application applying arbitrary augmented banerjee believe boult brightness bump cang chellappa choh clustering color components computation computer conf conference constraining data dense density derivation described detection determining dhillon direction directional discovery dispersion distance distribution distributions each efficient estimate estimated estimates estimating estimation european extend extracting features fifth figueiredo figure finite fisher four framework from future gaussian generative geometry ghosh graduate graphical greedy greenberg half hanrahan have hemisphere hence hesimisphere home hougen html http iccv ieee ikeuchi illuminant illuminants illumination image images imaging incorporated increase information integrated intell intensity interested international intl inverse jain knowledge known krose kweon learning left light lighting like lobe london mach marschner method mining minor mixture mixtures model modelbased modeling models modifications multiple neural ninth nishino nonhomogeneous number object objects only original other parameterization partridge patt pattern petrov photography photometric point polarization presented proc proceedings processing properties property radiance radsite ramamoorthi range real reality recogition recognition recovery references reflectance reflection rendering right roughened roughness royal samaras sampling sato scenes school science separating series shading shadows shape shum siggraph sigkdd signal single society solomon source sources sparrow sparse specular sphere static statistical stereo surfaces synthesis synthesized technology tenth test textured that then theory thesis tokyo torrance trans under university unsupervised using vector verbeek vision vlassis wang will williams with wolff would yang yuille zhang zheng http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.58 40 Common Pattern Discovery using Earth Mover's Distance and Local Flow Maximization Hung-Khoon Tan and Chong-Wah Ngo Department of Computer Science City University of Hong Kong 83 Tat Chee Aveune, Kowloon, Hong Kong {hktan, cwngo}@cs.cityu.edu.hk acknowledgements administrative algorithms analysis application applied april arpa attributed based china cityu classification color common comparative computer concepts conf conference configurations content corner council data described descriptor detection dimensional discovery discrete distance distributions earth edge experiment february felzenszwalb figure framework from fully grants graph guibas hong huang huttenlocher iccv ieee image images inexact information intelligence international invariant january jiang journal july junction kong learning local lozano machine maron matching mathematics maximum metric mining model models mover mpeg multi multimedia multiple november pages paper parametric pattern perceptual perez probabilistic proc proceedings query ratan recognition references region regions relational research results retrieval rubner scaling schmid segmentation segmented shape sivic spatial special study subgraph supervised supported system tenth this tomasi trans understanding using variation video viewpoint vision visual weakly work workshop zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.146 114 Local Features for Object Class Recognition Krystian Mikolajczyk, Bastian Leibe, and Bernt Schiele Multimodal Interactive Systems TU Darmstadt, Germany kma,leibe,schiele@mis.tu-darmstadt.de academic acknowledgments additional affine agarwal algorithms also analyzing appearance approach ascenque auer awan based baseline bauckhage been benzecri berg bmvc boosting brady burl carlsson carried categories categorization category character christensen chum clarify class classification clustering combinations comparative comparison complementarity complete computer conference confirms construction context contour correspondence cosy crowded currently cvpr dante data description descriptor descriptors detect detection detector detectors different distinctive distortion dorko dubes eccv eciproques editors efficient empirical evaluate evaluated evaluation evidence experiments exploration extended extremal features fergus ferrari filtering find follows freeman from funded furthermore fussenegger generic geometry global gloh google gool hall have hierarchi high highest husoy hypotheses iccv ieee ijcv image images implementation important independent information intensity interest international invariant invariants investigate jain kadir keypoints kluwer kowalski lazebnik learning leibe local lowe malik matas matching maximally methods mikolajczyk models mohr moons more mser multiclass murphy neighborhoods note object objects obtain obtained ofthe opelt other pages paired pajdla pami part particular partitional parts patterns pedestrian perform performance perona phillips photometric photometry pinz planar point ponce prentice probabilistic procedures proceedings project provides publishers publishing qualitative randen recherche recognition references region regions reliable representation research results retrieval robots robust robustness roth saliency salient scale scenes schaffalitzky schemes schiele schmid scientific score seemann seems segmentation selection separated shape sharing shows sift significant simultaneous sivic sparse stable state stereo study suitable sukthankar system systems tenth test text texture than that theory there these this thureson torralba tuytelaars ungureanu unsupervised urban used using validated very video videos views vision voisins weak weber well welling which wide widely work world zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.155 99 Multi-Modal Tensor Face for Simultaneous Super-Resolution and Recognition Kui Jia and Shaogang Gong Department of Computer Science Queen Mary, University of London, London E1 4NS, UK {chrisjia,sgg}@dcs.qmul.ac.uk advances analysis applications approach armstrong automatic baker barnard bartlett batur belhumeur blurred break capel class component computer conf conference cvgip debonet decompositions domain eigenface eigenfaces elad ensembles estimation european extraction face faces facial feuer fisherfaces frames freeman from gesture global graphical gunturk hallucinating hallucination hallucinnating hardie hespanha high highresolution iccv ieee image images improving independent information international irani joint journal june kanade kolda kriegman lathauwer learning learnt level limits linear local march matrix measured model models moor movellan multi multilinear multiple natural networks neural nips noisy nonparametric orthogonal parametric pasztor pattern peleg pentland primal priors proc proceedings processing projection recognition references registration resolution restoration scale schulz sejnowski sequence sequences several shum siam single singular sketch specific statistical step stevenson super superresolution systems tensor tensorfaces tenth terzopoulos them tran trans transactions turk undersampled using value vandewalle vasilescu vasilesescu video views viola vision with zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.221 118 Shape From Symmetry addresses adolescence algorithm also although ambiguities among analyzes another applications apply approach authors avnir axial based believe besl bilateral blake brockett brooks calibration cambridge camera chazelle cheung chief childhood cient classes closeform cluttered collins common complete complex comput computer concepts conclusion conference consider constraints continuous could criminisi cviu cvpr data database deformable depth describes descriptor descriptors detected detection determine dimensional direction discovered discussion dobkin eccv editors effi eight estimates eurographics example exist experimental experiments exploit extended extension extensions extent extraction extrapolate feature features figure finally finkelstein found from fukui funkhouser future gaussian generalized geometry global gool graphics grasping great growing hebert hope horn iccv idea identifies ieee image images improve improved incomplete information instead internal international into johnson just kajimi kanade kass kazhdan koch lead levoy local location many matching mckay memo method metric metrology midsagittal might mirror mitsumoto model models moments more motion narasimhan nature nayar neuroradiology none nonrigid normal normals number object objects observations occluded okazaki opens optimal overall pami paper papers parameters parametric part pathological peleg performance plane pletion poggio pollefeys possible practical present presented press princeton prior problem proceedings process processing prototypes puppet quest range recognition reconstructing reconstruction recovering recovery references reflexive region regions registration regularities reid rejected required requires research restricting results retrieval robust rosen rothfus rusinkiewicz said scan scenes science search seeking self sequences shading shape shapes shen sherrah show single soatto solution space spin spite stereo structure such sufficient surface surfaces symmetries symmetry symposium tamura taylor technique techniques tenth teoh terzopoulos texture that them there these this three through translation types university unknown uses using variants varying vetter view views visible vision visual voxel weather weinshall weyl while will with witkin zabrodsky zisserman zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.166 67 N-Dimensional Probability Density Function Transfer and its Application to Colour Transfer Franc¸ois Pitie´ , Anil C. Kokaram and Rozenn Dahyot University of Dublin, Trinity College Dublin 2, Ireland fpitie@mee.tcd.ie accurate acknowledge acknowledgements addison algorithm allows alpine ambiance america analysis antonio apgv application applications applied areas ashikhmin atmosphere atmospheres authors bandwidth based bayesian between bill blind canada categorical chang change chiao clouds coding collis color colour comaniciu component components computation computer conclusion conditions cone conf conference consideration converge corfu correct correction costs cover cronin cybernetics data deformation dependent depicted different digital dimensional discussions driven eccv efficiency efros elements equalization european evening example examples faded figure film first foundry frame from future gaussianization gonzalez gooch grading graphics greece greenparrotpictures greyscale guaranteed have helpful here histogram iccv icip idea ieee image images implications independent induced information intensity international involving iterative journal kullback landscape learning letters leung levine lighting like look lucchese machine match matching mean meer mesh method mitra morovic movie movies mueller natural niethammer nonlinear nonparametric optical original other pages paintings palette paper pappas part pattern pdfs perception pichon pictures pitas possible press proc proceedings processing project properties proposed ramesh recognition recoloured recolouring recreate recreating references reinhard resampling responses restoration ruderman saito sampling sapiro scale scene scenery scheme scottish second selection separation september shanghai shift shirley shown shum siggraph signal similar society spatial spectrum statistics stylization sunset supported symposium synthesis synthesise tang target tenth texture theory third this thomas through transactions transfer transferring transformation transformed trip uchikawa used using vancouver variable video vision visual visualization wang want welsh wesley wiley will with woods work works workshop would york http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.92 33 Face Recognition in the Presence of Multiple Illumination Sources acquiring across albedo algorithm almost america analysis approach arbitrary assumed assumption baker based basri belhumeur belief between blanz bsat capability characterization chellappa class classbased comparison computer computing conclusions conditions cone conference conforms constraints convex database december detection determining does easier effect eigenfaces epstein equivalent european example exemplars experiments expression face faces fair february fisherfaces fitting from general generalize generative georghiades gets hanrahan harmful harmonic have hespanha human iccv ieee illuminated illumination illuminations illustrated image images increase infer integrability intelligence international involving irradiance issues jacobs journal june just kriegman lambert lambertian large learning light lighting linear linearity literature machine many might model models moreover morphable multiple multiply nine number object objects october optical outperforms pages paper pattern perfect performance performs phillips photometric poggio points pose presence proceedings projection proposed quotient radiance ramamoorthi rank ratio raviv real recognition recognize recognizing references reflect reflectance relationship relaxation rendering rosenfeld samaras scenarios seem self september shading shape shashua single snow society source sources specific stereo subspaces summary sung survey surveys symmetric symmetry taken tenth that therefore this though trans under unknown uses using variable variations varying version vetter viewbased vision visual well which with yuille zhang zhao zhou http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.231 49 Squaring the Circle in Panoramas Lihi Zelnik-Manor1 Gabriele Peters2 Pietro Perona1 accepted acknowledge adelson alberti alignment also anal annual appeared appears application applications applying artifacts august automatic autostitch award background ballester banks barr barre barrett bertalmo bill blake both bottom brown burt california cambridge capel caselles center child communication compelling composition comput computer computing conference constructed conversations corfu correcting correction covered creating curvilinear cuts cvpr david debevec distorted distortion distortions dynamic efros engineering environment eventually extraction figure filling first flocon foreground freeman from full geometric geometry gimp girshick global grabcut graph graphics greece greene hanrahan hartley haven head high highly hole http iccv ieee image inessential inpainting intell intelligent interactive international introduction irani iterated john july koenderink kolmogorov kubovy kumar lazy lens leung look lowe mach malik manuscript mapping maps marty mathworld matthew more mortensen mosaicing mosaics most motions multi multiple multiresolution neuromorphic nice nonparametric notes november object occluding october only optics orleans other page pages painting panorama panoramas panoramic pattern peleg perceptual person personnal perspective photographs photography pictures pirenne place point press proc proceedings projection projections provides providing psychology publication radiance range recognising recognition recovering references removing renissance resolution ridgway right rother rousso sampling sapiro sawhney scissors september series shum siggraph snapping society software space spencer spline super synthesis systems szeliski tang techniques tenth texture thank they trans translated transparent true university useful using view viewed vishwanath visible vision visual volume wacv when will wish with wolfram workshop world wrong yale zisserman zomet zoom zorin http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.239 70 The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features Kristen Grauman and Trevor Darrell Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory Cambridge, MA, USA algebraic algorithms analysis angles application applications approach approximate april ballard barla based belongie berg between binary biological boughhorbel british building cambridge canada caputo categorization chang chapelle classification classifier color computational computer conf conference context contexts contour cormen correspondences cristianini cybernetics darrell data dealing descriptors diagonals diego discovery discriminative distance distances distinctive distortion divergence earth eichhorn embeddings eskin fast features fleuret france from google graf grauman grossberg guibas hadjidemetriou haffner hazan histogram histograms hulle iccv ieee image indexing indyk inference intelligence interest international intl intro invariant jebara john journal july june kernel kernels keypoints knowledge kondor kullback large learning leibler leiserson leslie library libsvm local london lowe machine machines madison malik matching matrices mercer methods metric mikolajczyk mining more moreno mover multimedia multiresolution nayar networks neural nice nips noble object odone over pattern points press principal principles proc proccedings proceedings processing puzicha recipe recognition references report representation representations research retrieval rivest roobaert rubner scale schmid scholkopf sept sets shape shashua shawe sift signal sivic slncs sons statistical strings sukthankar support svms swain tarel taylor technical tenth text thaper their theories theory tomasi trans transactions university using vancouver vapnik vasconcelos vector vectors verri video videos view vision volume wallraven washington weston wiley with wkshp wolf workshop york zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.6 25 A General Framework for Temporal Video Scene Segmentation accuracy acknowledgement analysis applied audio authors based bayesian been biometrika boundary carlo chain chaisorn chang chua clustering computation computed computer conclusions conference correspondence cviu cvpr data defined detailed detected detection determination determining diffusion discriminative effective ensemble expressed feature features films findings framework funded fusion general generative government graph green have high hollywood home iccv icme ieee image international into iteratively jump learning likelihood locations major markov matched material measures method model monte most movies multi necessarily news obtained only opinions overlaps pami paper part perceptual posterior precision presented priors probability proceedings range rasheed recall recommendations recovered recovery reference references reflect results reversible scene scenes section segmentation segmented sequence series several shah shown shows story sundaram table tables temporal tenth this those three through toone toward types units updates upon using various versa vice video videos views vision with work yeung http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.112 65 Guiding Model Search Using Segmentation Greg Mori School of Computing Science Simon Fraser University Burnaby, BC, Canada V5A 1S6 mori@cs.sfu.ca Abstract action analysis arms articulated associated based belief bhatia black blake blue body bottom boundaries carlsson chen classification cohen combining comput computation computer computing conf conference configurations context cuts cviu cvpr darrell detection distance distributed driven each earth eccv efros estimating estimation european exemplar fast felzenszwalb figure finding followed forsyth framework freeman from gavrila global goncalves green guibas half hashing hogg human huttenlocher iccv ieee image images input international ioffe isard journal kumar learning legs limb limbed lncs loose lower malik mandel maps matching mcmc methods metric model mori morris motion movement mover nips nonparametric normalized object occlusion overlayed pages pami parameter parsing pattern people perona person pictorial pose probabilistic proc proceedings program propagation proposal purple ramanan reasoning recogn recognition recognizing recovered recovering references rehg results retrieval roth rubner sample sawhney segmentation sensitive sets shakhnarovich shape shows sigal singularity song space static stereo structures sudderth sullivan superpixel survey tenth tomasi toyama tracking trans understanding unsupervised upper using viola vision visual volume walking willsky with yuille http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.22 56 A Supervised Learning Framework for Generic Object Detection in Images active affine affinely agarwal algorithm amores analysis applications bart based beyond bmvc boosting class classification cognitive component computation computer computers conference construction content contextual corresponding cover cremers cvpr dagm david detect detection detector distinctive eccv eigenfaces eigenvalue electric electronic estimation examples experiments face fast features fergus fractional fragments freund from gabor generic geometrical good gool hypotheses iccv icml icvis ieee image images importance inequalities information informative interest international invariant jones journal june kanade kernel kernels keypoints laboratories learning levi linear local lowe machine machines manifolds mikolajczyk mitsubishi model models moghaddam multi multiview naquet neural neuroscience nonlinear number object objects opelt optimization pami part parts pattern pentland point polynomial pose power press principal probabilistic problem proc proceedings processing properties recognition references regions regularization report representation research retrieval robert romdhani scale scaleinvariant schapire schmid schneiderman scholk shape sigmm small smola spaces sparse statistical statistics subspaces support symposium systems taylor technical tenth transaction turk tuytelaars twining ullman unsupervised using vector vidal view viola vision visual weak weiss with yang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.46 15 Bayesian Structural Content Abstraction for Region-Level Image Authentication Wei Feng, Zhi-Qiang Liu Centre for Media Technology, School of Creative Media City University of Hong Kong, Hong Kong, China after authentication bascas bayesian caelli camera celik chang changed circuits clustering color column compressed compression computer conference consumer corrupted credibility detected digital distinguishing distortion down eigenspace electron elia field figure filtered friedman from gaussian graph hierarchical iccv icip ieee image images incidental inexact international jpeg kosinov liao line listed lists local localization malicious manipulation markov matching median merging method model modeling multimedia noise optimal original pages pami parts photographic pina pixon poggi proc proceedings processing projection public puetter random reconstruction references region regions removing replacement represent resistant restoring results robust saber scarpa scheme secure segmentation sharma shows signature spiht springer structural structured suspected syst tampered technol tekalp tenth their trans tree trustworthy verification verlag video vision watermark watermarking white with wong http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.140 5 Learning Non-Generative Grammatical Models for Document Analysis Michael Shilman, Percy Liang, and Paul Viola Microsoft Research Redmond, WA, 98033 accurate algorithm algorithms ambiguity american analysis anonymity application applications applying approach artificial association attribute automated based best blostein boosted boosting cambridge canada cascade case charniak chart chen chou city code collection collins column communications compiler components computational computer conditional conf conference connected constraint context conway cordy data database dbpubs decision demonstrated derivation detection diagram different digitized dimensional dimensions discriminative document edge effectiveness efficient electronic emnlp empirical equations eurocolt exact examples experiments expression expressions extraction fast features fields final first fourteenth framework francisco free freund from generality generalization geometric goldwater grammar grammars green handwritten haralick have hidden hull iccv icdar ieee image images imaging input institute intelligence international january japan johnson jonathan jones jose journals june kanungo kaufmann klein knowledge koller krishnamoorthy labeling lafferty language latex layout learning line lines literature logical machine manning margin markov massachusetts master mathematical mathematics matsakis mccallum methods miller models modifications montreal morgan nagy national natural necessary niyogi object output page pages paragraph parameters parse parsing pattern perceptron pereira philadelphia philips presenting probabilistic proc proceedings process processing produce quite rabiner random rapid recognition recognized references report reproduce retrieval rosenfeld schapire schemata science second section segmentation segmenting selection sequence seth simple sixteenth spie springer srihari standard stanford statistical stochastic structure structures submitted survey symbols syntactic system systems taskar technical techniques technology tenth theoretic theory thesis third thoma tokuyasu trainable training transactions tsukuba turbo tutorial twodimensional university using verlag very viii vincent viola vision visual viswanathan viterbi volume while with zanibbi http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.53 121 Can Two Specular Pixels Calibrate Photometric Stereo? accordance addition additionally addresses again albedo always ambiguity america analysis appendix arbitrary assumption augustae basel basis basrelief being belhumeur besides bilinear boundary calibration case cases characteristic claim claims clearly colorum component computed computer conclude condition conditions conference consistent constrain constraint contradiction corresponding cover curvature data degeneracy degenerate denotes denoting depending determination determining diagonal different direction directly disambiguates discriminant distinct does doorn drbohlav easy eigenvalue eigenvalues eigenvector eigenvectors engineering equal equation estimation european exactly exclusive finally first follows form from generic georghiades gradibus hayakawa hence iccv identified ieee illumination image images implies incorporating indeed informative integrability intensity international jointly journal koenderink kriegman lambert last least left lemma light listed luminis matrices matrix mean mensura method model motion multiple must mutually needed next nonzero normal note obvious occluding occurring only opposite optical orientation orthogonal other pages pair pattern photometria photometric polynomial positivedefinite possibilities possibility preserved problem proc proceedings proof prove proved quadratic recall recognition reconstruction reduce references reflectance reflection represents require requires sara second sense setting shape show showing shown shows singular sive snow society solving some source sources sparrow specified spectrum specular specularities sphere stay stays stereo such surface symmetric takes tenth that their then there therefore these they third this three thus torrance transformation transformed true umbra unambiguous uncalibrated under understanding unit unknown using values vanish vectors viewing viewpoint vindelicorum vision volume which will with wolff woodham would yuille zero http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.78 75 Dynamic Measurement Clustering to aid Real Time Tracking Christopher Kemp and Tom Drummond Department of Engineering University of Cambridge Cambridge, CB2 1PZ, UK {ck231|twd20}@eng.cam.ac.uk accurate aerial algebras annealed armstrong articulated asian associated atlanta augmented automatic bayesian blake body camera capture cipolla clustering combining computer conference control correctly correlation corridor davison design deutscher dimensional dittrich drummond edge ettinger figure filtering flight frames from fusing georgia high iccv ieee ifju information institute integration international intl isard july june left lepetit localisation localization maccormick mapping master maze micro mixed motion navigation nechyba object offline online pages particle partitioning pattern proc proceedings real reality recognition references reid right robust search sequence sequences simultaneous single spaces stability stable sullivan symposium system technology tenth texture thesis time tracking unmanned using vacchetti vehicle vehicles vision visionguided visual volume waszak with zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.126 103 Integration of Conditionally Dependent Object Features for Robust Figure/Background Segmentation abrupt academic accommodates accv acknowledgments active adaptive algorithm algorithms analytically anandan apart applications approach approaches assuming background based bayesian belhumeur belongie bending birchfield black blake book both bottom change changes cicyt clearly clutter color colorspace combining computation computer condensation conditional conference conjunction content contour contours contrast cues cvpr darrel data deformable democratic demonstrated density department depth detected detection distributions dynamic eccv effectiveness efficient eklundh elliptical energy enviroments exclusion expected experimentally extraction fails features fellowship figure figures filter filters first fleet foundation framework from fukunaga further fusion future generated geometry gool gordon gradients grants ground hager harville have hayman head high histograms horvitz human hypotheses iccv ieee ijcv illumination image information integrated integration intensity international into introduction isard justice kass khan koller layer leaf leichter leung lindenbaum machine mackcormick malik malsburg meier method middle ministry modality model models module moreno motion movements multi multiple national neural noguer nummiaro object objects observe only organized other pami parametric part partially particle partitioned pattern person points posteriori presenting press probabilistic proceedings projects propagation proposed real recognition references region regions represented results rigid rivlin robust samaras sampling sanfeliu schiele science segmentation self sequence sequences shah sidenbladh simultaneously smooth snakes spanish spatial spengler statistical stereo stochastic such supported synthetically szelinski target technology tenth terzopoulos textons texture that then this torr towards toyama tracked tracking triesch using video vision visual voting where with witkin woodfill work http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.251 66 Visual Speech Recognition with Loosely Synchronized Feature Streams Kate Saenko, Karen Livescu, Michael Siracusa, Kevin Wilson, James Glass, and Trevor Darrell Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology 32 Vassar Street, Cambridge, MA, 02139, USA saenko,klivescu,siracusa,kwilson,jrg,trevor@csail.mit.edu account acknowledgments action advances against algorithm also appearancebased applications applied approach articulatory asynchrony audio audiovisual automatic available avcsr bartels based bayesian berkeley better bielefeld bilmes brand capture chang ciation cjlin classifier coarticulation code collection command communication compare compared complete complex computer conf conference containing continu converted coupled csie darpa darrell data datasets dempster development diao dictionary division domain downloaded during dynamic effects eurasip european evaluating events evidence experiments factorial feature featured features focus found from future garg gaussian germany ghahramani glass glotin gordan graphical gravier have hazen hidden hmms hopkins http huang icassp iccv icmi icslp ieee implementation incomplete independent inference information initial intel international introduced investigate isard johns jordan journal king kirchhoff kotropoulos laird large larger learning library libsvm likelihood limited lips livescu loosely luettin machine machines many markov matthews maximum mcnemar mixture mixturebased model modeling models more multi murphy naacl naturally neti network networks neural nist nock nonspeech observation observations oliver ones only open opencvlibrary other outperform outputs over particular pattern pentland pertaining phonetically phrases pitas potamianos proc proceedings processing production projects pronun pronunciation purposes quick quickly real recent recognition recognizer references representation research results robust royal rubin saenko segment senior series sets signal sigtests society soft software source sourceforge speaker speech speechreading spoken statistical stephenson strachan stream subcontract subtle such suggest summary summer support supported syllables system systems task taylor technology tenth tests than that thesis this time toolkit towards training types under university used using variation variety vector vergyri vision visual vocabulary where which whole wholephrase wider will with word work works workshop world young zhang zweig http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.142 117 Learning Object Categories from Google's Image Search R. Fergus1 L. Fei-Fei2 P. Perona2 A. Zisserman1 achieved acknowledgements agarwal allocation approach archive aspects assist auer authors awan background bags barnard based bayesian berg better blei boosted boosting bootstrapping bottou brady bray caltech cascade categories categorization category centroid challenge challenges choice class classification close cnse cogvisys collections coloured combined community compare competitive computer conclusions conference considerable corner correspondence csurka cvpr dance data datasets densities description detect detection dirichlet discovering distortion dots duygulu each eccv efficient efros engine epsrc european everingham excellence existing extremely features fergus figure files filter financial fixed forsyth freeman freitas from fussenegger gathered generic good google gool green ground hand have help hierarchical hoath hofmann however html http huang hypotheses iccv idea ieee ijcv image images implicit improving indebted index indexing information informative institute interest interesting intermediate international introduction invariance invariant issues jmlr jones jordan josef journal june junk just kadir keypoints keyword labelling labels latent learning lecun left leibe leonardis lighting linear local lowe machine malik many massachusetts matching memo methods mikolajczyk model models more most motorbike multiclass murphy name naquet natural network noisy number object objects only opelt open pages pami paper part pascal perona pick pictures plsa points pose press priors probabilistic proc procedures proceedings programme project proposals proposed provided publication ranked rapid rebecca recognition references reflects report representation requiring research results retrieval robles roth russell saliency scale scene schiele schmid search segmentation selected semantic sets shape sharing shot show sigir simple sivic sophisticated sparse spatial springer state statistical summary support supported technical technology tenth text thanks there this topic topics torralba trained training truth ullman under unsupervised using validation verlag veronica vidal video videos views viola vision visual weak weber welling williams with words work workshop would yellow zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.136 59 Learning Effective Image Metrics from Few Pairwise Examples adjustment afgr algorithms alon analysis application approach approximate athitsos bachrach background based bayesian belhumeur benavente blake boostmap cardie categories center class classification clustering component components computer conference constrained constraint cvpr data database department distance eccv efficient emergence enhancing equivalence example examples face feature fergus fink from functions generative georghiades gilad goldberger hebert hertz higham hillel hinton iccv icml ieee illumination image images incremental inference international jordan june kernel knowledge kollios kriegman learning mahamud manchester many margin martinez mathematics matrix means measure method metric metrics minimum model models narasimhan navot nayar neighbourhood nips object orthogonal outdoor pavel perona pose probabilistic problems proceedings procrustes pseudo psychometrika rankings recognition references relevance relevant report retrieval risk rogers roweis russell salakhutdinov scene schonemann schrodl sclaroff selection shashua shental shot side sided sideinformation similarity single space sparsity spectral supervised tech technical tenth tested theory tishby toyama tracking training under university unsupervised using utilizing variable video vision visual wagstaff wang weighted weinshall with wolf workshop xing http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.109 7 Globally Optimal Estimates for Geometric Reconstruction Problems adjustment algorithms ambiguities amsterdam analysis appear approach autocalibration automatic barbara beijing benedetti boyd brockett bundle busti cambridge camera chesi china cipolla computer cones conf conference conjunction constrained control convergent convex copenhagen criteria cuts data denmark dense edition editors estimates estimating european exact factorization farenzena fitzgibbon from functions fundamental fusiello garulli garullli geometric geometry global globally gloptipoly graph greece hartley henrion heyden iccv ieee image images including information institute intelligence international interval invitation jibetean journal kahl kanade kang kerkyra klerk kolmogorov kosecka lasserre least lecture local machine math mathematical matlab matrix mclauchlan method methods minimal missing models modern moments motion multi multiple nist norm notes oliensis optimal optimization orthography over pages pattern polynomials positive press problem proceedings programming projective quan rational recognition reconstruction references report royal santa sastry scene sciences second sedumi semidefinite sequences series shape siam soatto soft software springer squares streams structure sturm sweden symmetric synthesis szeliski technical technology tenth thesis tomasi toolbox trans triangulation triggs uncalibrated under understanding university used using vandenberghe verlag vicino video view vision volume with zabih zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.158 80 Multi-view geometry of 1D radial cameras and its application to omnidirectional camera calibration SriRam Thirthala Marc Pollefeys Dept of Computer Science UNC-Chapel Hill {tvn,marc}@cs.unc.edu accurate across aliaga although angle approach automatic automatically baker bakstein been both calibrate calibration camera cameras cata catadioptric central computed computer conference constraint correspondences corresponding cubemap curve data demonstrated develop different dioptric distortion environments estimate estimation field figure fish formation from hard have iccv ieee ijcv image images including incoming international left lens lenses makes metric model mosaicing moving multiple nayar number object obtained omnidirectional pages pajdla panoramic parametric particular particularly perspective point points pose present proc proceedings pure purely radial radius rays real reconstruction recovers references relating required requiring robust room rotating rotation self simpler single size suited synthetic taken tenth that then theory time turns undistorted used view viewpoint views vision well with work workshop http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.194 87 Probabilistic Boosting-Tree: Learning Discriminative Models for Classification, Recognition, and Clustering Zhuowen Tu Integrated Data Systems Department Siemens Corporate Research, Princeton, NJ, 08540 Abstract adatree additive amit analysis analyzing appearance application applications architecture baluja based bayesian berg boosting bottou cascade categories categorization chen class classification classifier classifiers coarse comparative computation computer conference contextual contour convolutional correspondence coughlan cvpr decision delakis dept detection direct discriminative distortion entropy esposito event expansions expected exponential face fast feature features fergus fields finder fine fleuret floatboosting framework freeman freund friedman garcia geman generalization generative generic grossmann grouping hastie hebert huang iccv icml ieee ijcv image induction integrated interaction international into invariance invariant joint jones june kanade kumar lafferty learning lebanon lecun leibe lighting likelihood line logistic malerba malik matching maximum methods minimax modeling models mullin multi multiclass multiview mumford murphy network neural nips node object pami parsing pattern perceptual perona pose press principle proc proceedings pruning random rare recognition references regression rehg report road robust rowley scale schapire schiele search segmentation selection semeraro sept shape sharing stanford statistical statistics technical tenth texture theoretic tibshirani torralba tracking trans tree trees understanding univ unsupervised using view viola vision visual weak wilder with workshop yuille zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.28 62 Actions as Space-Time Shapes Lena Gorelick Eli Shechtman Michal Irani Dept. of Computer Science and Applied Math. Weizmann Institute of Science Rehovot 76100, Israel academic acknowledgements action activities adelson algorithm analysis analyzing applications aticulated automatic based basri behavior belongie berg binational black bobick brandt bregler cardboard carlsson categories chomat clustering commission computer conducted conf conference content contexts contour control correlation correspondence crowley cviu cvpr databases davis december dickinson distance dynamics eccv efros equation european event events exemplars explaining face figures flow foundation frames france functional galun gesture gorelick grant grouping human iccv ieee image indexing institute interest international into irani israel jordan june kimia klein laboratory laptev large learning lecture lindeberg malik manor matching medioni ment methods model modeling models mori moross motion motor move multigrid nips niyogi notes object october oosterlee optical order page pages pami parameterized parametrized paris part parts people perception points poisson press probabilistic proceedings project puzicha recognition recognizing references representation research retrieval rfia rivlin rosenfeld schuller science sebastian sensor september sequences shape sharon shechtman shock space spatio spectral springer structure sullivan supported survey tang tangelder templates temporal tensor tenth theory this time trottenberg using veltkamp versus video vision voting walking weiss weizmann with work workshop yacoob zelnik http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.215 100 Separating Reflections in Human Iris Images for Illumination Estimation accuracy actual adaptive adini advances affect ahuja albedo albert also american amount analyzing another appearance appl application appreciably approximate arbitrary areas autocorrelation based basic because becomes biology both bridging bright brightness calibration cannot carlo certain changes chellappa claridge color colorbased colors common compensating complexity component components computed computer condition conditions conference consequently constrained constraint contain contribute contributions convey cornea corneal correction correlates correspondences cvpr daugman debevec detailed detection dichromatic dick difficult diffuse diminishes direction discernible distinguishable distribution does drew dyer dynamic eccv edges entities environment estimate estimated estimation exist eyes face faces features finlayson forrester frequency from full furthermore geometry global graphics hansen high highlight highlights hordley hougen hubbard human iccv ieee ikeuchi illuminant illuminants illumination image images imesch inapplicable information inpainting insufficient integrated international into iridial iris issues july kanade klinker known lack land lead levin light lights limited lncs local lower madison mcmenamin meaningful measurement medicine method methods mirrored model modelling monte more morphologic moses mostly much multiple nayar nevertheless nishino noise object objects obtainable obtained often only ophthal otherwise pages pami particularly pece photography physics pigmentation pixels practice preece primarily principal problem problematic proc proceedings produces prominent properties provides quan quantification range rather real recent recognition recovering recovery references reflectance reflection reflections reflectivity regions reliably relighting removal removing rendering report research resolution retinex review samaras sato saturate saturated saunders scene scenes sciences scientist separate separating separation shading shadow shadows shafer shape shelf shum siggraph since single size smoothness some source sources special spectral specular sphere stability stereo strong substantial such surfaces survey sydney synthesis synthetic technical technique tenth texture textured than that their then theory these this through traditional trans transmitted troublesome typing ullman university unknown using utilized values visibility visible vision wallow wang weak weiss which will wisconsin with world yang zhang zheng zomet http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.23 52 A Symmetric Patch-Based Correspondence Model for Occlusion Handling acknowledgement advances algorithm algorithms aloimonos approach approaches approximate april august based been belongs better bias binocular birthfield bleyer both boykov brown burschka category chen christoudias codes comments comparisons computation computational computer computing conclusions conference consider constructive cooperation cooperative correspon correspondence corresponding cuts cvpr dence dense detecting detection directly discussion dissimilarity does drawback during eccv egnal empirical energy error evaluation exists experimental fast fitting five frame framework from fronto functions further future gelautz georgescu global graph grateful hager halfocclusions handled handling have helping hong horizontal http iccv icpr ieee ijcv image images implication improvement information insensitive international into jian july kambhamettu kanade kang kolmogorov kumar layered less level local make matching measure meer michelin middlebury minimization minimized more much obtained occlusion occlusions ogale ones other pages pairs pami patch patches performance pixel plane planes proc proceedings progressive proper proposed publications quan recent reconstruction references region reported results robotics sampling sawhney scenes scharstein segment segmentation segmentbased segmented segments separated several show shum slant slanted spie stanford stereo still style suffer surface surfacecritical surfaces symmetric synergism szeliski taxonomy technique tenth test than thanks that their tomasi unlike used using veksler venus vision visual volume wang what wildes will with work zabih zhang zheng zhiqiang zitnick http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.184 119 Parameter-free Radial Distortion Correction with Centre of Distortion Estimation able accurate adjustment algorithm allows alone analysis angle applications argued atkinson auto automation becker bottom bove brown bundle calibrating calibration cambridge camera cameras carlo cause center centre checkerboard clarke close column computation computed computer conference contrast corrected curve cvpr data decentering determining displaced distorted distortion distribution eccv engineering enough epipolar error estimation example experiment experiments explicit exploration extensions extra extracted extraction extreme faig fast figure fisheye fitzgibbon flexible formulation from fryer geometric geometry grassman grid hartley highaccuracy iccv ieee image images implicit increased initialize input inputs internal international introduction involving iterative journal labels left lens lenses linear machine many mathematical measured metric metrology micusik model monte much multiple nayar necessity needs noise number numerical ofthe omnidirectional only orientations output pajdla pami parameters particularly photogrammetric photogrammetry pixel pixels planar plane point points pollefeys polycameras possible precision press principal procedure proceedings projections quadrifocal radial radially radians range reconstruction record references remote removal requiring resolution result right robotics rotation same schaffalitzky semiautomatic sensing sensitive shelf showed significantly simulation simultaneous some sources spie stand stein swaminathan systems technique techniques tensor tensors tenth that theory thirthala this though time tool trials tried trifocal tsai uncalibrated undistorted university unknown used useful using versatile versus view viewing views vision visual wang well were when wide wiley with zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.137 54 Learning Hierarchical Models of Scenes, Objects, and Parts Erik B. Sudderth, Antonio Torralba, William T. Freeman, and Alan S. Willsky Electrical Engineering & Computer Science, Massachusetts Institute of Technology esuddert@mit.edu, torralba@csail.mit.edu, billf@mit.edu, willsky@mit.edu acad accorded alarm algorithm allocation allow analysis appearance approach author authors automatically bags barnard based bayesian benefits blei blue boosted boosting bottom buildings carlin cars categories categorization category chapman chen class classification classifiers clustering coded collections color colored comp complexity composing computer conference confirm containing contextual corresponding csurka currently curves cvpr dashed data detection dirichlet discovering distinctive documents each eccv editor efficient efros elschlager examples experimental exploring false families feature features fergus fields figure finding fink fischler fitting four freeman from full gelman generative graphical green griffiths hall helmer hierarchical hinton iccv ieee ijcv image images importance incremental inference inferred intermediate international invariant jmlr jordan july justifies keypoints labelings latent learning left likely local lowe many matching memo model models most multiclass multidimensional multiple murphy mutual naquet natural nature neal neur nips number object objects only other pages parsing parts perona pictorial pictures position positions press problems proc procedures proceedings provide random rate recognition reference references representation results richer right road rosen rubin russell sali sample scale scaling scene scenes science scientific segmentation sharing shepard shot show significant sivic smyth solely solid sparse spatial statistical stern steyvers street structure structures tenth test tested that their three topic topics torralba training trans tree ullman unifying unsupervised using variants vidal view vision visual volume when which with words workshop yuille zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.125 98 Integrating the Effects of Motion, Illumination and Structure in Video Sequences algorithms analysis appearance appendix approach artificial assumption back basri belhumeur between brooks cambridge challappa complex component components computer conditions conf conference coordinate cues curless definition dense derivation determining diego difference dimensional direct dupuis dynamic each elements enforcing equal face faugeras finally first flow follows fourth frankot from generalization geometric geometry graphics hartley have hertzmann horn however iccv ieee illumination image images independent inst integrability integration intelligence international into inverse issues jacobs journal kriegman lambertian less lighting linear machine matrix method methods moses motion multi multilinear multiple negaudaripour neglecting novel object obtained oliensis optical pattern photometric possible press proc proceedings processing products radiometric reasoning recognition reconstructing reconstruction references reflectances revised rewritten rodrigues rotation scene schunck sciences seitz shading shape shashua similar since single small soatto spie stereo structure subspaces substituting tenth term terms terzopoulos than thesis third three thus trans transactions under unifying unit university untp using uuntp variational varying vasilescu vector view vision visual weizmann what when which yezzi zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.111 94 Good continuation of general 2D visual features: Dual harmonic models and computational inference able academic acknowledgements additional additive after algebric anal analysis anisotropic anisotropies applications applied applying approach arrangement ashua aspects available based beck before behavior beltrami biol biological book bosking both bottom breton brian cabral caip carbal carpenter case caselles chandrajit chapter chen clean cluster code cogn coherent colinearity coll color company compares comparison completion comput computation computations computer conference connected connections considering consistency contemporary contextual continuation contour contours convolution cortex creation criterion curvature curve curves cybern cybernetics data decisions demonstrated derivation details detection developed different differential difficult diffusion digital dimensional direction distorts distribution done doorn dynamics each eccv edge edges editor editors effect effectively elastica electronic eliminate eliminates eliminating ellis enough equations euler evident explain explanations extendable features field fields figure filling fischler fitzpatrick flat flawless flow flows formal forms foundations framework frankel from functions fundamentals funds gaps gaussian general generic geometrical geometry gestalt global globally goebel good grossberg grouping gurion hall harmonic have hess hoffman hope hopfield horizontal human hummel iccv ieee illusory illustrate illustrates image images imaging implementation individual inference inferring input insights integral integration intell intelligence intelligent interence international isophotes iteration iterations iverson jacobs jain john junctions kaufmann keasar kegan keonderink kimia kimmel koenderink koffka labeling langer laws leedom leith level levelset levelsets line linear linker local locally long machine main making malik malladi manifolds maps math mathematik matlab measurements medioni method middle minimal model more morel morgan most much mumford natural naval near necessarily network networks neural neurosci never noise noisy nonlinear norton number numerische observe office only optimization order organization orientation pages panels paper parent partial particularly pattern patterns paul pearl pelillo pepper perception perceptual performance perona plausible please popescu possible prentice presents preservation preserved preserving press primary principle principles printed printer probabilistic problems proc proceedings proceeses process processes processing projection provide provides psych psychology qualitative qualitatively quality range reasoning reconstructing refer references reflected relate relaxation removal removed required research respectively results richards right role rosenfeld routledge rows salience saliency salient salt sapiro sbert scalar scale schemes schmidt segmentation selectivity several shading shahar shape shapes should show shown shrew siggraph silhouettes simultaneously singer singularities sochen society source space sparse spiral springer spurious state stochastic striate structural structure structures subjective summary superior supported surfaces synthetic systems tang tank tenenbaum tenth terms tested text texture thank that their theory these this though three time toman trace tractable trans tree trends triple true typical ullman underlying university unless used using valuable value values vector verlag version vision visual visualization volume wertheimer where which while williams with without witkin work workshop york zhang zoom zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.213 39 Scale-Invariant Contour Completion using Conditional Random Fields Xiaofeng Ren, Charless C. Fowlkes, Jitendra Malik Computer Science Division University of California, Berkeley, CA 94720 abilities able acknowledgments advances algebraic algorithm algorithms also applications applied approach approximations asymptotic august averaged background backgrounds bajaj baseball based been being belongie benefit berkeley best better between body borenstein borgefors both bound boundaries boundary bridged brightness bsds carreira case categories chamfer chen class classification classifier cleaning closed closer closures cluttered columns combining comparing comparison comparisons complete completion computation computational computer computing conclusion conditional conf conference configurations connected consistency constrained constraints contextual continued continuity contour contours correctness could curvature curve curves curvilinear cvpr data dataset datasets delaunay described detect detecting detection detector dicta discriminative distance down eccv ecological edge edges editor efficiency efros elastica elder elements engineering estimate european evaluation evaluations evident example examples exciting false fashion favorable feel fields figure find firm first fowlkes fragment framework friedman from gain gains gallogly gaps geisler general generally generator geometric geometry gestalt global globally goldberg gradient grant graphical grounding grouping harder hastie hausdorff have hebert held helps hertz hierarchical high horse horses http huge human huttenlocher iccv ieee illusory image images impact important improve inference inferring information integration interaction international invariant jacobs journal july klanderman kumar labeling labelling lafferty larger latest laws learning less level like linear local locally long loops loss lowlevel machine mahamud make makes making malik many maps martin matching mccallum measures mesh mining model modeling models more mori most moving much multi multiple multiscale mumford muri natural network neural note object objects observe occluders occurred occurrence ordering organization output outputs over overall pages palmer pami parametric parent parsing partially perception perceptual pereira performance perpinan perry phenomenology photons piecewise pixel pixels player positives precision prediction predicts preserved press probabilistic probability problem proc proceedings processing progress projects propagation provides push puzicha quality quantifiably quantitative quite random range rate rates real reason recall recognition recognizing reconstruction recovering references reflecting region remaining representations require research respectively rests results role rucklidge salience saliency salient same scale scene science segmentation segmentations segmenting sequence sets shape shapes shared shashua shental shewchuk should show shown siddiqi significant simple smaller specific springer standards statistical statistics step stereo stochastic strongly structural structures successful super supp supported suppress systems techniques tends tenth texture than that their then this thornber though thousands three thresholded thus tibshirani trace trans triangle triangulation triangulator typical ullman understanding upper using utilizing variety verifiably verlag vision visual volume walker weiss which wide will williams with without workshop yields yuille zemel zomet zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.59 116 Conditional Models for Contextual Human Motion Recognition action activities activity aggarwal analysis annotation applications aspects automatic available based black blake bobick boosted bouthemy brand bregler capture carreira class classification collins complex computer condensation conditional conference contextual coupled csrg cviu cvpr darrell data database davis density detection discriminative dynamic dynamical dynamics eccv efficiently entropy essa estimation everyday expressions extraction fablet features fields fileds forsyth framework freeman freitag from gavrila gestures gibbs globular gong graphical grimson group hebert hidded hidden html http huang human iccv icml ieee imact image inducing information interaction international isard iscv jepson jordan kanaujia kumar labeling lafferty learning linear march markov matching maximum mccallum metaxas minnen mixture mocap model models motion movement movements multi multiscale murphy network networks neural nips north object oliver online ordered pages pami parametric partially patterns pavlovic pentland pereira perpinan predicting press probabilistic proc proceedings propagation proteins quattoni quian rabiner ramanan random real recognition recognizing references rehg report review search secondary segmentation segmenting sejnowsky selected sequence sequences sequential simultaneous sminchisescu smoothing speech starner stauffer structure survey systems technical templates temporal tenth time toronto torralba tracking trajectories tutorial university using variational video vision visual vogler volume washington xing zemel http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.65 101 Coupled Space Learning of Image Style Transformation active algorithms analogies analysis appearance application applied apply approach artistic associated avbpa backward baker between bidirectional biometrics black break cgmm comparison component computer conclusion conference consider cootes correlative coupled cubic curless cvpr cybernetics database dependency derive desirable different divided dynamic eccv edition education edwards effect effects eigenfaces eigentransform eigentransformation errors evaluation experiments face faces feret figure filter forward framework freeman global good graphics groundtruth halftone hallucinating hallucination have hertzmann highresolution iccv ieee illustrates image images input international into investigated issues jacobs john johnson kanade learn learned learning level limits local lowresolution mainly method methodology methods mode model moon most multivariate nonparametric normalized oliver original pages pami paper parametric part partitioned pastor patches pattern pearson pentland performance philips photos portrait portraits posteredge problem proc proceedings proposed rauss real recognition reconstruction references relationship renderings representative resolution respectively results ryzvi salesin samples show shum siggraph size sketch sketches sons space special spline stage statistical step style styles super synthesis systems table takes tang taylor techniques tenth testing that them this torre training trans transform transforms turk using vector vision wang webb which while wichern wiley with work zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.32 55 An Axis-Based Representation for Recognition able accurately algorithm anal ankara approach aslan association axes biol biological blum both branches bruckstein centered common components comput computer conclusion conference correct correspondences database databases define deformations dickinson diffusion dimensional disconnected disconnectedness easily east editing enables equivalence extraction extremely fact figure find flexible forms frame freeman from geiger generated grammar graphs grayscale hierarchical iccv ieee image images index intell international interpretations interpreted invariant kimia klein kohn large leads lond mach major marr matching measure medial metric middle modeling nature nishihara object organization pattern pelillo perceptually pien precisely presented probability proc proceedings produce properties proposed pruning query quite reaction recognition reference references regularization representation representations results robustly robustness science score sebastian self shah shaked shape shapes shock shocks shokoufandeh siddiqi similarity skeletal skeletons some source space spatial structures system tannenbaum tari technical tenth that their theor thesis this trans unconventional underst university unlike used using value variant very vision visual which yuille zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.106 26 Geometric and Photometric Restoration of Distorted Documents academic adelson advances altschuler america analsysis angle annual applicable application approach arfken automated avanidra barrow based bell between binary blake bound boundary bridging brockington brown camera captured chamzas chapter characteristics chaudhuri chen coded color common computation computer conditions conference conformal correction curl cvpr cylindrical davis debevec deriving deskewing detection determination determining digitized ding distortion document documents dorsey drew duraiswami durand dynamic eccv editing edition equation estimation european evidence fifth finlayson fournier freeman from funt gatos gauss generated geometric global graphics greenberg gumerov gunawan hawkins high hordley horn iccv ieee illumination image imaged images imaging industrial information inspection interactive interface international into intrinsic inverse jiang journal july land laser learning letters lighting lightness line local malik marschner materials mathematical matrix mccann measuring methods model modeling models mondrian neural nips objects optical orientation page pages papamarkos paper pattern photo photographs photography physicists pilu pisula poisson position press printed proc proceedings processing projected range real recognition recovering rectify rectifying references reflectance reflection removing rendering restoration retinex robust romanzin scene scenes seales sequences shading shadows shape siggraph single skew society space structure surface surfaces synthetic systems taboada tappen techniques tenenbaum tenth text theory traditional transactions tsoi undoing unified using views vision warped weiss with world zandifar zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.93 111 Face Recognition with MRC-Boosting Xun Xu and Thomas S. Huang Beckman Institute University of Illinois at Urbana-Champaign Urbana, IL 61801, USA {xunxu, huang}@ifp.uiuc.edu algorithms analysis april baker bartlett based bayesian blanz boosted boosting bsat characterization classifier classifiers clustering cognitive computation computer condensation conf conference cvpr database defined detection diag dimensional effectiveness eigenfaces elad equation error european evaluation explanation expression face faces feature features feret first fisher freund functions hierarchical hong huang human hyeonjoon iccv identification ieee illumination immediately intelligence international issue jebara jiang jilin jonathon jones journal june kaufmann keshet kirby kullback laplacianfaces learning leibler letters linear local localization maan machine margin matching maximal merl methodology methods michael model moghaddam moon morgan morphable neuroscience niyogi november object obtained october optical pages partha patrick patten pattern paul pentland peter phillips pose proc procedure proceedings processing rauss real recognition references rejection renato report rizvi robert robust romdhani schapire selection shape shuicheng shum simon sirovich society stan statistical subsection substituting support syed tang technical tenth terence texture theories thomas time transactions turk using vector vetter video viola vision voting washington where with workshop xiangsheng xiaofei yoav yuxiao zeng zhang zhenqiu zhihong zhiyi http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.129 91 Joint Haar-like Features for Face Detection Takeshi Mita Toshimitsu Kaneko Osamu Hori Multimedia Laboratory, Corporate Research & Development Center, Toshiba Corporation 1 Komukai Toshiba-cho, Saiwai-ku, Kawasaki-shi, Kanagawa 212-8582, Japan E-mail: takeshi.mita@toshiba.co.jp acknowledgments adaboost additive ahuja algorithms also application applied applying approximates approximation audio automatic avbpa baluja based bayes been belhumeur between biometric boosted boosting called candidates captures cars cascade characteristics classification classifier classifiers communications computer conclusions conducted conf conference confidence confirmed contract contribute conventional cvpr data database department describe detecting detection detector difference distinctive done each earliest effective error example exists experimental extended face faces fast feature features floatboost framework freund friedman from further gabor general generalization generative georghiades gesture girosi gives gray haar hall hastie have heisele higher http huang human iccv icip icpr ieee illumination images improved improvement improves improving increases indicate information institute international invariant joint jointly jones july kanade kittler kriegman kullback latter leads learned learning leibler lienhart like logistic lower luettin machine machines maitre many matas maydt measured memo messer method models multi multimedia multiple networkbased neural nict object occurence only oren oriented osuna other pages pami papageorgiou paper part pattern performance personal poggio pontil pose predictions probability proc proceedings proposed rapid rated rates real realboost recognition references regression report research restricted results rotation rounds rowley schapire schneiderman seen selected selecting selection sequoia show shows shum simple singer stagewise stanford statistical statistics still strearns strong sung support surrey survey table technical technology tenth test than that this three tibshirani tional training trans under univerity used user using variable vector verification videobased view viola vision visual vssp vtsdb weak which with work yang yielded yields zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.128 78 Is Levenberg-Marquardt the Most Efficient Optimization Algorithm for acquisition additional adjustment albeit algebraic algorithm algorithms alternative applications applied approach argonne argyros attractive automatic available based beardsley been beneficial breach bundle cambridge camera causal certain classics closed compared comput computer computes computing conf conference conn consequence constitutes constrained contribution cornelis courses current damping deal dealing demonstrated denmark dennis design development difficult easier eccv edition editor editors efficient environments equations estimation euclidean experimentally extend extended fitzgibbon forth fraction from function garbow generic geometry given gool gordon gould gradient greece guide hand hartley held heraklion hillstrom http hybrid iccv ieee ijcv image implementation important institute international introduction invariance iterative journal kelley koch laboratory least lecture levenberg linear lmbased london lourakis madsen marquardt mathematics mclauchlan method methods minimization minpack model modeling modern more multiple mundy national nielsen nllsq nocedal nonlinear notes numerical object open optimization oriented package pages paper parameter parameters parts philadelphia pollefeys popularity powell practical practice press problem problems proc proceedings publications puter quality quarterly questioned rabinowitz range reconstruction recovery refer references region related report reports same scene schnabel science sequences series siam software solution solutions sorensen sparse specifically speeding springer springerverlag squares standard state statist step suggesting support synthesis systems task tasks tech technical tenth that theory therefore they this those time tingleff toint tops torr towards tracking triggs trust uncalibrated unconstrained understanding uniat university unprepared user using values verbiest vergauwen versions versity view views vision visual volume which wide with workshop wright york zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.79 85 Dynamic Refraction Stereo Nigel J. W. Morris Kiriakos N. Kutulakos University of Toronto accuracy acquisition adjustment agarwal algorithms alvey analysis angle animation applications applied archives artificial baker bars based belhumeur belongie between biological black blake bonfort both bouguet bouguetj boundaries boundary bundle calculation calib calibration caltech cambridge camera capture carving chuang cloud combined common complex computer conference corner correspond correspondence critical curless curved cviu cvpr cybernetics data dependent detector determining developments deviation digital dimensional distance doorn dotted each eccv edge engineering engineerning enright environment error examples experiments expoiting extensions faces fedkiw fields figure fitzgibbon fixed flach flannery flat flow fluid fluids follows framework from function geodesy geometry glassner goesele goldgof gotwols gradient gray grayscale harlow harris hartley have height helmholz high higher highlight hirdorff horn http iccv ieee ijcai ijcv ikeuchi iltt image imaging incompressible index indicate indices informatik information inset inspection institut intelligence international josa kambhamettu kanade kaufmann keller klinke koendering kriegman kutulakos left lensch light line local localization lucas maas mallick mapped maps marschner matlab matthews matting maxplanck mclauchlan measured measurement measuring media method middle minimum mirroring modeling modern more morgan morris motion multi multimedia murase nayar nmorris normal normals numerical object objects occluding ocean okamoto only optical optically optics oren orientation orientations pami part path perona photogrammetric photogrammetry photographs photometric phys pixel pixels planes pour precision press principles problem proc proceedings range real recipies reciprocity reconstructed reconstruction references refraction refractive remote rendering represent resolution results review right ripple rorre rroe salesin sanderson savarese scalar scene seidel seitz sensing sequence sequences shading shape short show siggraph simulated simulations since slant slope snavely solid spacetime spectrum specular standard steger stephens stereo stereopsis structure structured sturm supplementary surf surface surfaces synthesis tank tarini tech techniques tenth terrestial teukolsky that theoretical theory there these tilt time toolbox toronto total toward transparent triangulation triggs true twodimensional understanding underwater undulating unifying university using values verlag vetterling videos view viewpoints viscous vision voxel waas water wave waves wavy weiss welch when white wichmann wind with workshop years zhang zhou zickler zonkger http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.87 95 Eliminating Structure and Intensity Misalignment in Image Stitching Jiaya Jia§ Chi-Keung Tang aaron achieved adelson agarwala agrawala alex alexei alignment along among analysis anat andrew applications approach arisen arno arridge artifacts aseem assaf associated august avoid bajcsy based biomedical blake bobick boundaries boundary brian bryan burt canny claus cohen colburn color colour complex composed computational computer computing conference construct construction contain correction curless cuts cvpr davatzikos david davis deformation derive details detect detected detecting detection different difficult digital doing domain dontcheva drucker eccv eden edge edges editing efros elastic eliminating environments equation especially essa exposure fang fast feature features fluid formation framework freeman from gangnet ghosting given global gradient gramkow graph graphcut graphics greg handle handling hart hasler have hence heung iccv ieee image images imaging inconsistency input instead intelligence intensity interactive international into irfan james john journal july kovacic kwatra landmarks laplace lester levels levin local localizing luminance machine malik maneesh many mapping march matching medical method michael michel mira misalignment morten mosaics moving multiresolution multiscale necessary nielsen objects october only operating optimal overlapping pages pair pairs panoramic partitioning patrick pattern peaks peleg perez perona photograph photography photomontage poisson possible prince problem proc proceedings processing propagate propose qing quilting references regions registration result richard robustly roofs salesin same scenes schodl seamless searching section severe shmuel shown shum siggraph significant simultaneously smoothly solv sparse spie spline steps steven stitching structure summarising susstrunk synthesis szeliski tang target tenth texture textures textureshop them thinplate tool transaction transactions transfer turk understanding uniformly using uyttendaele vectors video virtual vision visualization vivek warps weiss when where william with within yair yeung yizhou zomet http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.54 88 Class-Specific Material Categorisation Barbara Caputo, Eric Hayman and P. Mallikarjuna Computational Vision and Active Perception Laboratory School of Computer Science and Communication Royal Institute of Technology (KTH), SE-100 44 Stockholm, Sweden {caputo,hayman}@nada.kth.se according accumulated accumulation achieving added advances affine algorithm algorithms also although analysis another appearance areas automated available baggenstoss bakir banks based belongie best between bidirectional binary binder bottou breaking brodatz burges cambridge caputo categorisation categorization category certainly choice chosen chung class classification classifier classifiers classifying classspecific clearly compact comparative compare compared comparison complexity computer conclusion conclusions conditions conference congress considerable contribution cristianini cross cula cvap cvpr dana data database databases decision decomposition demonstrate demonstrating descriptor descriptors developing difference different dimensional discriminative distributions dover drawn each eccv effect effective effectiveness eklundh error every experiments exploits extension extraction face fact fdez feature features filter first four fowlkes fritz from functions further future gains ganster geometry geoscience ginneken good graf grayscale greater hand harwood hayman healey hyperspectral iccv icpr ieee ijcv illumination illustrated image images iments importance important improvements indefinite independence independently information instance integration interest international introduction invariance invariant isprs july justify kernel kernels kittler koenderink lazebnik learning leung local machines maenp maenpaa main malik mallikarjuna material materials measures melanoma methods minimal more motivation multi multiclass multiresolution multiscale nada nayar nearest necessary need neighbour neighbourhood niemann nilsback nips node novel nurmela nystrom object obtain ojala only open opponent optimal orthogonal other outperformed pages pami paper parameter parameters partition pattern patterns performance perhaps pietikainen pinz plan ponce possible press previously probabilistic problem proceedings proved provide providing publicly question rate real recio recipe recognising recognition recognizing reduce references reflectance remains remote represent representation representations representing required researchers results rewards rohrer rotation ruiz same samples sarra scale schmid scia seen selecting sensing several should show showed significance significant situation skin somewhat specific spectral state stateof statistics strategy study suitable summary superior support surfaces surprising svms tackled targhi task tavakoli taylor tenth textons texture textures that theoretically these this three through tips training trans tree trees turtinen university unlikely unseen using varma vector view viewpoint vision visual wallraven wavelet were weston where whether which wildling with work workshop world yield zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.62 37 Consistent Surface Color for Texturing Large Objects in Outdoor Scenes america analysis barnard basis bayesian boomgaard brainard changing chromaticity ciurea classification color colour computational computer computing conference constancy correlated correlation daylight distribution drew estimation european finlayson first framework freeman from function funt geusebroek gevers graphics highlights hordley hubel iccv ieee ikeuchi illuminant illuminated illumination image improved intelligence intensity international invariant inverse josa journal judd land lennie lightness macadam machine marchant mccann measuring mechanism method mutual natural nishino onyango optical optics page pages pattern perceiving perception physical pixel proceeding proceedings references reflection retinex scene scenes sensor shading shadow shadows sharpening simple smeulders society space spectral specular surface temperature tenth theory through tominaga trans transformations typical under understanding unifying using varying vision wandell with wyszecky zmura http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.91 84 Face Recognition By Stepwise Nonparametric Margin Maximum Criterion Xipeng Qiu and Lide Wu Department of Computer Science and Engineering Fudan University, China xpqiu,ldwu@fudan.edu.cn academic algorithm algorithms analysis andy application applications bayes bayesian belhumeur boston bressan chellappa chen cheng class classification cognitive computer computing conference criterion cumulative data database dataset datasets different direct discriminant dual edition efficient eigenfaces elements evaluation extraction face feature features ferdinando feret figure fisherfaces friedman fukunaga generalized harter hastie hespanda highdimensional huang human iccv identification ieee image information intelligence international introduction jebara jiang journal kiregeman ldabased learning left letters liao linear literature machine mantock margin maximum middle model moghaddam nearest neighbor neural neuroscience nlda nonparametric number optimal parameterisation pattern pentland performed phillips press problem proc procedure proceedings processing projection rank rates rauss recognition references right robust rosenfeld samaria sample size small snmmc solve space specific springer statistical stochastic survey surveys system systems tang tenth three tibshirani transactions transformed turk using vectors vision vitria wang wechsler which with workshop yang york zhang zhao http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.50 112 Bottom-up/Top-Down Image Parsing by Attribute Graph Grammar Feng Han and Song-Chun Zhu Departments of Computer Science and Statistics University of California, Los Angeles Los Angeles, CA 90095 hanf@cs.ucla.edu, sczhu@stat.ucla.edu acknowledgements analysis applications approach attribute attributed automated based baumann bolles bottom cartography chen comm computer computing conference consensus cvpr ddmcmc defining detected detection dictionaries document dominant down edge experiments extraction figure fischler fitting foundation france frequency from grammar grammars grant graph grouped hall higher highlevel iccv ieee image input integrating international knowledge kosecka language languages layered level mallat maps matching mathematical missing model modeling most motion music national nice object occlusion paradigm parsing part pattern pose prentice primal proceedings processing pursuit random recognition recovery rectangles rectangular references rekers result sample schurr science segmentation shape signal simplified sketch sketchability some structures supported syntactic tenth theory third this time trans unifying using vision visual which with work workshop yuille zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.248 42 Video Behaviour Profiling and Abnormality Detection without Manual Labelling Tao Xiang and Shaogang Gong Department of Computer Science Queen Mary, University of London, London E1 4NS, UK {txiang,sgg}@dcs.qmul.ac.uk able abnormal abnormality accurately activities activity adaptive aisen algorithm also annals applied approaches august autonomous based bayesian behaviour behaviours bmvc brittle broderick brodley classification clearcut clustering computer conference consistently contaminated content contrary cuts cvpr data dealing deliberate dempster detecting detection dimension distinguish dynamic eigenvectors either enables errors estimating events explicit feature figueiredo from gaussian ghahramani gong grimson group hogg human husmeier iccv identify ieee ijcv image images incomplete inexplicable instances interaction interactions international interpreting jain journal labelled laird learning lecture less likelihood likely lung malik maximum mixture model modelling models more morris multiclass networks normal normalized notes novel object objectcentred oliver ones open pages pami parkinson patterns penny pentland perform poorly probabilistic proceedings processing real recognition references representation retrival rezek roberts robust rosario royal rubin scenario schwarz segmentation selection sequences simultaneous society spectral statistical statistics stauffer structures such system tends tenth that time tracking trained trajectory unifying unseen unsupervised unusual using video view vision visontai visual weiss with without world xiang zhong http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.179 104 On the Equivalence of Common Approaches to Lighting Insensitive Recognition academic active advances alignment analysis anderson appearance approach architecture artificial automatic ballard based basri belhumeur belongie berlin bichsel biological biometric bregler british bruce brunelli buhmann chapter chen christmas class color comp computer computers conference constant cootes correlation croft curvature cvpr cybernetics descriptions digital direction distinctive distortion doorn dynamic edge edited edition efficient elastic estimation experts face faces facial features fellous felzenszwalb filters fingerprint first fitch forsyth forthcoming from generative geometry georghiades gevers global goodman gradients graph graphs grayvalue greenspan hall healey hond human huttenlocher iccv iconic identification ieee illuminant illumination illuminations image images information intelligence intelligent international invariance invariant invariants issues jacobs jahne jain jiao josa journal kadyrov kittler kluwer koenderink konen kriegman kruger labeled lades lambertian lange ldabased learning letters linear link local machine malik malsburg many matas matching material memo mixtures model models modern mohr moment narasimhan nayar neural normalization object objects orientation overcomplete pages pami pattern perona phillips photometric pictorial poggio ponce pose pratt precessing prentice press proc proceedings processing publisher pyramid quotient rakshit ramesh ratio ravela raviv recognition references reflectance rendering representation representations representing retrieval riklin robust rotation scene schmid schuurmans scores search second segmentation separating shape shashua shum similarity single slater smeulders spacek springer statistical steerable strategies structure structures subspaces surface system systems taylor techniques templates tenth textured thesis trans transactions under using vardi variable varying verification verlag versus vision visual volume vortbrggen wavelet wiley wiskott with wolff wrtz zurich http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.97 31 Fast Texture-Based Tracking and Delineation Using Texture Entropy adaptive algorithm also analysis applications approach assume automated based blake bolles boundary boykov british brown calculation canada cartography chellappa chowdhury cipolla color communications complex computer conference consensus considers contour conventional curve cuts czech database depending detection directions discriminant distribution distributions does drummond efficiently energy england european extraction face fast finding fischler fitting foreground formulation forney frames framework from functions generic gmmrf grabcut graph graphics gupta iccv ieee image images implementation initial intelligence intelligent interactive international iterated jolly july kernel kingston kolmogorov krahnstoever kullback lane leibler length less likelihood localized machine malik march matching minimized model modeling models monocular moreno moreover moving novel objects optimal optimized ozyildiz pages paradigm partly pattern perez prague prior probable proceedings process provides random real recognition references region rely representations republic rother roughly sample scanstripe search second segmentation serves several shahrokni sharma stereopsis structures taylor techniques template tenth texture than thanks that thayananthan this time tool torr tracking training transactions typically uniform university unlike user using vancouver vasconcelos vehicles video vision visual viterbi volume weber what where with zabih http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.40 36 Automatic 3D Face Modeling from Video Le Xin1, Qiang Wang2, Jianhua Tao1, Xiaoou Tang2, Tieniu Tan1, and Harry Shum2 accurate acheroy achieved added adjustment adler after algorithms animated animation application approach argyros authentication automatic available based bayesian between beumier blanz boosting british bundle cambridge camera captured chain change code cohen column computer conclusions conference cost cvpr davis dementhon design detection developed difference different dimitrijevic done duces eccv efficient efficiently estimated estimating even experimental face faces feature features figure final fitting flow forth free from frontal generation generic geometry good gray hanson hartley have having head high http iccv ieee ijcv ilic illumination images implementation increasing inference international into iteration iteratively large learning left level levenberg lines lourakis machine marquardt matching method microsoft model modeling models morphable multiple noise noisy normalized object over overlaid package pages pami paper parameters perturbed pighin pose poses post press proc proceedings process processing profile projection quality range rapid realistic recognition reconstructed reconstruction recovered recovery references refined reliable report research result results right robust rotation salesin same segmentation segments sequence shaded shan shape shared siggraph software sparse step surface synthesis szeliski tangent technical technique tenth textured these this three through thus time tomasi track uncalibrated under university value vetter video videos view views vision whole with xiao zhang zhou zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.71 4 Detecting Rotational Symmetries V. Shiv Naga Prasad and Larry S. Davis Computer Vision Lab, University of Maryland Institute for Advanced Computer Studies (UMIACS), University of Maryland - College Park, College Park, MD 20742, USA. able acknowledgements actual addition additional adhere after aggregatevotes algorithm allowance also anal analysis applied arbib arda arie arkin assuming avnir axes axis ballard based because behavior being best between bilateral bouix brain brown calibrated cambridge case cases chellappa chetverikov chew circle classification cliffs closed collect color colour comparing computable computation computed computer conclusions conf conference confidence consider constraints constructed continuous contour contours convex corfu corresponding curves cvpr cybernetics cycles database dennis denoted description descriptors detected detecting detection dimensional discrimination distance drawing each edges editor efficiently elliptic englewood errors explicitly factor factoring fail fast feature features field fields figure final finding first flow force fourier fractals from function funded future getvoterlists giardina given gradient grant graph graphics greece hall hamilton handbook hausdorff heijmans hence high however http huttenlocher iccv ieee illustrates image images implementation imposed include increase increases indicated indices initialization initiating intell interest interesting intermediate international interpretation invariant irregularities iteration jacobi kedem kingdom klanderman kuhl large last leads least lerch letters line lists location locations london machine mackworth made magnetic magnitude mainly maintenance many maps mark marked matching mcgill measures medioni method metric michell minkowski mokhtarian most much multiresolution nalwa natural networks neural next node nodes nsided number observe occur olmos only organization output pages pairwise partial parvin pattern peak peaks peleg perceptual perceptually persoon physics planar plots points polygonal polygons possible potential practice prasad predicted prentice present presented press prince proc procedure proceedings processing producing propagate propagated propagates propagating propagation propagations proportional pruning radial radius ratedetermining reach reasonable recognition recover reduce references regions regular representation results return rotation rotational rotationally rucklidge sachusetts same satisfied scale shape shapes showing shown shroff siddiqi sided significant similarity skew smaller snakes spline sprott stage step structures symmetric symmetries symmetry systems tabby tannenbaum tenth test than their them then theory therefore they this those thresholds total trans transform transformation transformations tuzikov unsegmented using usually values vector viewed vision volume vote voters votes wallpaperdave weighted were which wisc with work would yang yegnanarayana zabrodsky zelinsky zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.224 9 Shapelets Correlated with Surface Normals Produce Surfaces Peter Kovesi School of Computer Science & Software Engineering The University of Western Australia Crawley, Western Australia 6009 pk@csse.uwa.edu.au able academic acknowledgment adaptive adelson adopt against ahmedabad ahuja algorithm algorithms allows aloimonos ambiguity ambulant analysis angeles angeline appearance applications apply approach approximation april architectures area artificial arxiv astro astron august australia australian author available based basis blostein boston bouthemy bovik brooks chellappa clerc closed code coding comparing computation computer computing conclusions conditions conf conference consider considered constraint constraints construct continuity contours convergence correlation create crude csse curvature curved cvpr data december derivation different difficulties digital digitization direct discontinuities doorn element employed enforcing engineering enough environment envisaged equation estimate estimates estimating estimation example explicit extraction field fields figure filtering finer first flexibility forsyth francois frankot freeman frog from functions geometrical given gradient gradients graphical graphics heeger height here highly hill horn hsieh http hypothesized iccv ieee image imaging implement implicitly importance imposes impossible indian infer inflow information integrability integrating integration intelligence international isolation iterative japan journal july karac klette koenderink kovesi kozera kybernetik leap lecture liao like lisa local locations machine makes mallat march mathematical matlab matlabfns mcgraw method model models moments mona motion multiscale need noakes noise nonlinearities normal normals notes november observer occluding occurred olshausen oppenheim opportunities options original overcomplete overview pages pami parametric partial paths pattern permits phase photometric points presented press problem proceedings process processing provides providing qualitative recognition reconstructed reconstruction reconstructions recovering reduction references refregier repeated replicate report reports representation representations represented research results robot robust robustness roles same scales scene schluns school science separately shading shape shapelet shapelets sharp shiftable signal signals simoncelli simple slant snyder society software source sparse special spectral spie springer stereo strategy structure super surface surfaces sydney systems technical technique techniques tenth terzopoulos texture thank that their then theory there these this those tilt time tokyo tour transactions transforms transitions treats uncertain university until updated using verified verlag very visible vision visual volume wavelet western what where whole will wishing with without would york http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.189 6 Phase Field Models and Higher-Order Active Contours acta active addressing alignment allen along also antiphase application arbitrary aubert aujol band bayes blanc boundary cahn classification coarsing codimension comp competition complex computation computer conference confounding confuse contour cremers density detecting diffusion digital domain driven dynamic eccv equal equation estimation extracted features feraud future gaps generating geometric gibbs ginzburg ginzburglandau graph grossauer growing iccv ieee ignoring ijcv image include information inpainting inria international intrinsic july kass kernel knowledge labeling landau largely learning least level lines lncs metallurgica microscopic model models motion multi multiphase mumford networks nonlocal objects obtained osher pages pami patt prior problem proc proceedings quality reaction recognition reduced references region remain report research restoration results scale scherzer schnorr segmentation sets snakes soatto sochen space springer surfaces teaching tenth terms terzopoulos textures that them theory those times trans turk unifying using variational vision volume walk were which while with witkin work yuille zerubia http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.141 97 Learning Non-Negative Sparse Image Codes by Convex Programming Matthias Heiler and Christoph Schnorr University of Mannheim Dept. Mathematics & Computer Science D-68131 Mannheim, Germany {heiler, schnoerr}@uni-mannheim.de acad acoustics added adding additional aerosol affine again algebra algorithm algorithms allows along already also ambient anal analysis appl applic applications applied approach approaches around asian atmospheric audio based basis bayesica belonging between biological boyd brown cambridge cavendish cbcl center chemometrics cheng city class classes classical classification clustering coding coefficient comp compact compared component computation computational computer concavity concerns cone conf conference constraint constraints contour control convex correct covarianaly cvpr data database datasets decomposition delgado dept developm different direction directions discrete document does donoho doubled dual efficient emerge encode encouraging entropy environment environmetrics error estimates exercise experiment face factor factoring factorization fast feasible features field filtering fisher form formulation frey from function future general generalize ghahramani give gong hansen hinton hoyer html http hyvarinen iccv ieee ijcai image images independent individual inequalities inference info information instance integration intell intelligent interior international intervening intl into invariant investigate israel jojic keeping knowledge kreutz laboratory lafferty large last layer lead leads learning learns least lebret like likelihood linear lobo local localized mach machine mackay majorization marshall mathematics matrix maximum mccallum mean methods model models multi multiple music natural nature negative netw network neur neural nigam nips nonsparseness object objective objects olkin olshausen operations optim optimal optimization order original over overcoming paatero pages parse parts patt penalizing performance philadelphia point polyphonic positive precise press primal priori probability proc proceedings programming programs qualitatively quantization rate receptor recognition references relaxed reliability removing rensen report representation representations research results retrieval reverse robust robustly robustness rotation same scale scaling science second selection sequence seung shen siam sigir sign similar smaragdis society software sparse sparseness spatially specific speed squares stable statistics stodden strict supervised systems tapper technical technique tenth text that their theory this trade traditional trans transcription transformation transformations translation turk ucsd university using utilization values vandenberghe vectors very vision volume wang welldefined when winther with within work works workshop wright zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.116 24 Identifying Individuals in Video by Combining `Generative' and Discriminative Head Models Mark Everingham and Andrew Zisserman Department of Engineering Science, University of Oxford {me,az}@robots.ox.ac.uk accurate acknowledge acknowledgements active affine afgr ahuja algorithm allows also analysis appearance applied approach area assembly associated authors automated automatic back based basel basso belhumeur berg beyond blake blanz bmvc boosted boosting both building cars cascade cast caused challenging chamfer change character cipolla civr class clothing clustering cluttered cogvisys coherence combining community comparison computational computer conclusions conference constrained consumer contentbased context cootes could cover cristinacce cues cvpr deal deformations detect detection detector detectors difficult dimitrijevic direction discriminative distance distinctive domain done each eccv edge edwards eickeler eigenfaces eigenspaces either enabled energy entire estimation eurographics european everingham example excellence expensive experiments exploit exploiting expression extended face faces facial feature features finally fisherfaces fitting fitzgibbon flexible forsyth frame frames freund from frontal generative generic gives hair hairline hand have head hespanha hierarchical however human hundreds icassp iccv icml identification identity ieee ijcv ilic image images improve inaccuracies incorporating independently indexing individual individuals international intl introduce invariant investigated iurgel jones just kanade keypoints kriegman large learned learning lecun lighting linear listing local long lowe maire matches matching measure method methods might mikolajczyk miller model modelling models modular moghaddam more morphable movies multi multiple names necessary network news nips number object observed obtained occupies only orientation osadchy other over pages pami part particularly pascal pentland person poggio point poorly pose probabilistic problems proc proceedings profile programme project projection promising proposed publication rapid rather reanimating recognition references refinement reflects region registration rendered results rigoll robust robustness romdhani roth running scale scenes schapire schmid schneiderman scoring sequences sets shape should shum similarity simple snow some specific springer stages starner state statistical stenger still strategy strong success successfully such suggests support supported synergenistic taylor temporal tenth texture than that thayananthan there these thesis this torr training turk uncalibrated unconstrained under university unreliable used using utilizing valuable variation verlag very vetter video view views viola visible vision visual volume walker wallhoff ways weak well when where which white wide will with work workshop would yang zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.67 71 Deformation Invariant Image Matching Haibin Ling David W. Jacobs Center for Automation Research, Computer Science Department University of Maryland, College Park {hbling, djacobs}@ umiacs.umd.edu acad acknowledgements across adelson advancing affine also alvey articulated assistantship automatic based baumberg belongie bending berkeley brady change class classification cluttered code combined comparison computer conference context cordelia corner covariant cvpr dataset deformation descriptors design detection detector detectors distance distinctive eccv edge efficient eight elad elbaz evaluation experiment extraction fast feature features fergus figure filters four framework freeman from fronts general geometry gool grayvalue group haibin harris hebert horvitz http iccv ieee ijcv illumination image images inner intensity interest international invariant invariants jacobs johnson kadir kadyrov keypoints kimmel krystian lazebnik learning level like lindeberg ling local lowe malik malladi marching matching method methods mikolajczyk mohr monotonically moons more multi object original other oxford pairs pami patterns performance perona petrou photometric planar point ponce proc proceedings processing puzicha real recognition references region regions reliable representation research retrieval robots salient scale scenes schaffalitzky schmid segmentation selection separated sethian sets several shape shapes sift signatures sochen sparse spin steerable stephens sukthankar supported surfaces synthetic tenth texture thank this trace trans transform tuytelaars ungureanu university unordered unsupervised used using view views vision visual widely with work would zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.253 19 When Does a Camera See Rain? above affect affected analysis appendix approximately area atmos atmosphere august averaged baptista cambridge camera case cases chances change characteristics clifford clouds color computer conditions conference contains cvpr degradation density depending details detection deviation disdrometer distance distribution drop droplet drops duration during electromagnetic enhancement equal equation errors exist exposure expression february field fields figure fluctuations focal focus fraction frame from garg gauge general given gunn habib hence here hill horn hydro hydrometeors iccv icip ieee ijcv image images improving induced integral integrating intensity international irradiance josa joss kinzer krajewski kruger layer length lengths lies location loffler look mang manning mason mcgraw mean measure measurements measuring metero model more narasimhan nayar neglected number oakley obtained occlude ocean only optical over parameters path pdrop physical pixel pixels plane poisson poor precipitation press probability proc proceedings processing produced prognosis propogation pyramidal quality radius rain raindrop rainfall rainmaking randeu ratio references removal report rielder robot root samples sampling satherley schonhuber scintillations second section sees september short sides since size slice small square stagnant standard stochastic streaks substituting subtracting taking tech technical tenth term terminal terms that therefore these thickness thin this three time tippingbucket trans urban using value variance velocity very videos view visibility vision volume wang water weather where which width will within written http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.105 108 Fusion of Multi-View Silhouette Cues Using a Space Occupancy Grid Jean-Sebastien´ Franco Edmond Boyer GRAVIR - INRIA Rhone-Alpes^ 655, av. de l'Europe, 38330 Montbonnot, France accumulation accv adaptive algorithm approach azarbayejani background based bayesian being benefit bmvc body bouguet boyer broadhurst buehler camera capabilities carving cheung cipolla community complete computer concept conference consistency constraints construction cues current cuts cvpr darrell dense drummond elfes estimates exact extend extraction faugeras framework franco from fusion goldluck good gortler graph graphics grauman greatly grid grids grimson happily holler hull hulls human iccv ieee ijcv image images infer information inria instant international investigate isidoro joint kanade keriven kutulakos laurentini learning lecture level locate machine magnor main margaritis matusik mcmillan methods mixture model models motions multi multiple navigation notes object observations occupancy octree pages pami passed pentland perception pfinder photometric polyhedral possibilities probabilistic proceedings processing provide quan rapid raskar real reconstruction references refinement report robot robotics robust satisfy science sclaroff seitz separation sequence sequences shakhnarovich shape siggraph silhouette silhouettebased snow space states static stauffer stereovision stochastic system szeliski technical temporal tenth theory these thesis thrun time tracking transactions understanding unknown used uses using view views viola vision visual volume voxel where will with would wren zabih zeng http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.14 12 A New Framework for Approximate Labeling via Graph Cuts Nikos Komodakis, Georgios Tziritas Computer Science Department, University of Crete E-mails:{komod, tziritas}@csd.uoc.gr achieve added algorithm algorithms always analogous another approximate approximation april arbitrarily arsenal based been best boykov called capable case cases certain chekuri class classification clustering coherent coincide computed computer conclusion conference constructed contrary cornell correspondence cost costs cuts cvpr dense department despite disparities distance dual eccv edges efficient energy equal essentially evaluation example examples explains factor factors fapp fast february fields finally formulation frame from functions generalized good graph iccv ieee ijcv image integrality international journal june khanna kleinberg known kolmogorov komodakis label labeling labels larger linear locate markov matching methods metric minimization minimized minimum model naor noted optimal optimization optimizing pairwise pami parameter possible potts powerful primal problem problems proceedings programming random references relaionships related report result scharstein schema science semimetric should shown soda spatially special springer stereo stuck such swap synthetic szeliski tackling taken tardos taxonomy technical techniques tenth than that thesis this tool tree truncated tweaking tziritas university used using vazirani veksler vertices very vision what when where which while whose wide with zabih zosin http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.104 76 Fusing Points and Lines for High Performance Tracking Edward Rosten and Tom Drummond {er258|twd20}@eng.cam.ac.uk Department of Engineering, University of Cambridge Cambridge, CB1 2BZ, UK accurate algorithm also alvey analysis angle annealing apart application approach approximately armstrong asian augmented author based baseline been behavior being between bouthemy brady british camera canada careful chaumette cipolla clutter combination combined combining complementary complex computer computing conclusions conference consecutive consensus contents converence copenhagen coping corner corresponding could data davison degrees dempster desks detector difference different distinctive drummond edge employing enhanced estimating estimation estimator european extraction factor fast feature features figure frames from fusion gelatt geometry gouet graph guided handheld harris have high iccv ieee image includes incomplete information initialize inlier integrated integration intelligence international into invariant jacksonville journal july june keypoints kingston kirkpatrick klein laird large learning lepetit level likelihood limiting line linear localisation lowe machine mapping marchand matching maximum method mixed mlesac model modeled moreau motion murray nice number object objects offline online only optimization other outline over oxford pages paper partitions pattern performance point points posteriors presented presents probability proceedings processing range rapid rate real reality references relationship requirements result robust rotational royal sampling scale scene schaffalitzky science search sensor sept shake shaking showing shown shows simposium simulated simultaneous singapore single smith snakes society speed squared stable statistical statistics stennett stephens stereo streams structural structures such summary susan synthesis system systems taken tenth texture thames their these this through tightly time tordoff torr track tracked tracker tracking transactions translations undergoing understanding upon using vacchetti vancouver vecchi vertical very video viewpoint vigorous visible vision visual volume well which wide with zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.132 60 Large Deformation Diffeomorphic Metric Mapping of Fiber Orientations Yan Cao1 Michael I. Miller1 Raimond L. Winslow2 Laurent Younes1 academic acknowledgment action alberola alexander alzola amer analysis anat anatomical anatomy ande andg annalsofbiomedical applications applied april aronszajn assistance atlas authors bajcsy barker barnett based basser brain cambridge canine cardiac channel chiro circ circulation computational computer computingmetricsviageodesicsonflowsofdiffeomorphisms conference constructing construction continuummechanical cvgip data davis deformable diastole diffeomorphic differential diffusion dimensional directional dupuis during durran dynamics ecole edition elastic elasticmatching engineering equations falk fiber fibrous finitedimensionalvectorspaces flannery fluid forder from geeandr geometry geophysical gerig grant grenander grice group groups groupwise guimond guttmann halmos heart helm histological holmes human hunter iccv ieee ieeeisbi ijcv image images imaging infinite information international invariant isbi jezzard john jomier joshi july kernels kikinis kovacic left like london luenberger magnetic maier marsland matching math mathematical mathematics mayers medical methods microstructure miller model mori morton multi myocardial neuroimage nielsen nonrigid normale numerical numericalrecipesinc obtained optimization orientation pages pajevic part partial patel patrick pattern physiol physiology pierpaoli press princeton principle probabilistic problemsonflowsofdiffeomorphismsforimagematching proceedings providing quarterly radiology recognition reconstruction record references registration registrations report representations reproducing research resolution resonance rohde ross ruiz scollan second smaill solution sonnenblick sons space spatial spotnitz springer strrter structure superieure supplement supported susumu systole tech tensor tensorcharacteristics tenth teukolsky thank theartofscientificcomputing theory this toronto trans transformation transformations trouve trust twining unbiaseddiffeomorphic understanding university using validation vannostrand variational vector ventricle ventricular vetterling vision warfield warping wave westin wiley winslow work would younes zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.83 110 Efficient Learning of Relational Object Class Models Aharon Bar Hillel Tomer Hertz Daphna Weinshall School of Computer Science and Engineering and the Center for Neural Computation Hebrew university of Jerusalem, Israel 91904 { aharonbh, tomboy, daphna}@cs.huji.ac.il additive algorithms approach auer bartlett based basic baxter bayes bayesian boosting brady categories category catgories class classification classifiers cluttered cognitive compares comparison computer conference confidence cvpr descent description detection discriminant discriminative eccv efficient eleanor exhaustive favorably features fergus forest frean freeman friedman from function fussenegger generative generic gradient graphical hastie hertz hillel hypotheses iccv ieee ijcv image improved informative international invariant jordan kadir learning linear logistic machine mason model murphy naive naquet natural nips november object objects ofboosting opelt other pages part parts perona pinz predictions proceedings psychology purely rated recent recognition references regression relating representation rosch roth saliency scale scenes schapire shivani shot singer society space sparse springer statist statistical systems tenth that tibshirani torralba trees ullman unsupervised using vasconcelos vidal view vision visual weak weinshall with zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.7 89 A Generative/Discriminative Learning Algorithm for Image Classification Yi Li, Linda G. Shapiro, and Jeff A. Bilmes Department of Computer Science and Engineering Department of Electrical Engineering University of Washington Seattle, WA 98195-2350 {shapiro@cs,yi@cs,bilmes@ee}.washington.edu abstract accuracy affine alpes also approach automatic barnard based bilmes brady building cbir class classification clusters compare components computer computing conference consistent cvpr databases description detection detector different discriminative dorko duygulu eccv example experiments exploiting features february fergus fixed forsyth freitas from future generative google group have hebert hybrid iccv icml icpr identifying ieee ijcv image images improve indexing inria instance integrated interest international invariant kadir kumar learning lexicon libraries likely line linguistic local loui lowe machine maron matching mccallum mechanism mikolajczyk modeling models mohan more multiple natural nips nition object observationconstrained pages pami papageorgious pattern perona picture pictures planned poggio point probabilistic proceedings processing raina ratan recog recognition references regions report retrieval rhone saliency scale scene schmid semantics sensitive september shapiro shaprio shen simplicity sivic speed statistical structure target technical tenth test translation unsupervised using variants vasconcelo video videos vision vocabulary volume wang weber welling where wiederhold with within work working zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.150 30 Mesh Optimization Using an Inconsistency Detection Template Atsutada Nakatuji, Yasuyuki Sugaya and Kenichi Kanatani accuracy acknowledgments adding adelson agin ahuja also approximation artif asian august authors available based bayesian because bergen berlin better birch british cambridge carving changes cipolla cohen comments compare comput computational computer conf conference consistency consistent conspicuous corners corporation correctness culture curved czech daniel deriche deteriorates different discontinuity does early education effective efficiency elements enhanced epipolar euro except existing experiments extremely faithful faugeras feature field final focuses frames from function generating geometry germany given global gortler grant greece grumman gzreszczuk hanarahan hartley head helpful helping hilton however http iccv ieee illumination image images independent indifferent initial inside intell intensity interframe international japan jeju judgment june kanade kanatani kanazawa kerkyra korea kumahira kutulakos landy large levoy light like lumigraph luong machine many masakazu matching measures mesh method methods ministry missing models morris most movshon multiple murata narrow necessarily normalization northrop norwich optimization optimize optimizes orleans part patch patches pattern perception perrier plenoptic points polyhedral potentially practice prague preparata presence presented preserving press proc proceedings process processing produce rather real recog reconstruction recovery reduce references reflect reflectance region removing rendering represent require research resulting robust scenes scheme science scientific seiz sept shamos shape siggraph similarity small some space spie sports springer stanford stochastic strong sufficient superior superiority supported surface synthesis synthetic szeliski technique technology teleoperation tenth texture than thank that theory this thresholds through torr triangles triangular triangulation type uncalibrated under university unknown using verly video view views vision visual vogiatzis when where while will work zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.185 93 Passive Photometric Stereo from Motion Jongwoo Lim Jeffrey Ho Ming-Hsuan Yang David Kriegman above after albedo algorithm also always ambiquity analysis angle arbitrary arises awkward basri belhumeur between both bregler broadhurst cambridge carving cipolla combining common complete computer conceptually conclusions conference consistency constraints convergence could cremers cues curless cvpr decreases defined degree demonstrated dense dependence dependency detailed difference directly discontinuities drummond each eccv edges error estimate experiments explanation factorization faugeras feasibility feature figs finally first frame framework from fundamentals future generalize generative geometry georghiades geotensity good gradient hartley have here hertzmann hull iccv ieee ijcv illumination image images implementation improve indeed inner instead integrability integrate integrating intensity international introduced isidoro issues item iteration iterative kanade keriven kriegman kutulakos larger level light lighting limitation list magnitude makes maki many mathematically method methods models more motion moving multi multiple near needed normals note numerical numerically object only orthography pami perturbation photometric piecewise planar plane pose potentially presented press previous previously probabilistic problem proceedings product qualitative question raised reasonable recognition reconstruction reconstructions reference references refinement refines regard relative relief results rough satisfy scheme sclaroff section segmentation seitz serious shading shape shedding show silhouette simakov simple small snow soatto some space starts step stereo stereoscopic stereovision stochastic streams structure study successively surface surfaces table techniques tenth that their then theory this time tomasi torresani track tracking true under unearth unifying university unknown using value variable variational varying vectors view vision visual watanabe were what wiles wise with work yezzi yuille zhang zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.99 72 Features for Recognition: Viewpoint Invariance for Non-Planar Scenes across actions active adapted affine allows also although alvarez alvey analysis appear appearance applications approach assumption assumptions automatic background baker based baseline bayesian because belhumeur belongie berg blake blur bmvc bookstein bottom brady brightness burns candes canonized case categories chen chetverikov chum cipolla class classes cloudy clustering color combined comparison complex computational computer conference connected constructed contour cootes corner corners correctly correspondence correspondences cues curvelets cvpr december decomposition deformations dense depth deriche descriptor descriptors design detected detection detector detectors diffusion dimensional discriminative distance distinctive distortions does donoho dorko driven eccv edge editors edwards employed equations establish estimation example examples exemplars existing explicitly extremal fails feature features fergus ferrari figure finding first fitzgibbon fleet forsyth fourth frames framework from garding gehry general generative geometric gesu giraudon gool grenander group grouping haar haddon haglund harris hebert homeo iccv icip icpr ieee ijcv illumination illustrative image images incoporating incremental interest international into introduce invariance invariant invariants ioffe jacobs janko january joint july june kadir kaplan keypoints knowledge langer lazebnik learning lecture lindeberg local lowe malik manifold march matas matched matching material mathematical maximally meet megyesi mental method methods metric metzler middle mikolajczyk miller model models morel morphisms morphological most multi multiple multiscale mundy murase nayar nearest neighbor nonexistence nonplanar normalized notes object objects october opens optimal orientation page pages pajdla pami parametric parts perona piecewise planarity plate point ponce present primal primitives principal principles pritchett probabilistic proc proceedings puzicha recognition reconstruction references region regions report representation representations richer right riseman rivlin robust romeny rotation salient scale scene scenes schaffalitzky schmid science search second selection semi separated seventh shading shao shape shapes shepard shimshoni singularities sketch sketchability smooth smoothing soatto space spline splines springer stable stanford state statist statistics stein stephens stereo still structure submitted supplementary systems tayolr technical template tenth tested texture that their theory thin three tight towards toyama tracking training transformation tuytelaars ucla university unsupervised urban using variety vedaldi verlag vertex view viewpoint violation vision visual volume wacv warps weiss when wide widely with working workshop yezzi younes zisserman zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.245 113 Variational-Based Method to Extract Parametric Shapes from Images account active addressed algorithm algorithms also anal another appl approach approaches approximations associated axis based being boston boundary cambridge caselles chan chen comm commun comp computational computer computing conclusion conf conference conics contour contours cootes copenhagen cremers curvature curve deformable dependent detected detection different diffusion dimensional direction directions distorted distortion dosil duncan dynamic edges editors elsevier energy europ evolution evolving example extended extracting fast faugeras fedkiw finding flows fluid formulating formulation formulations framework from fronts function functional functions future geiser geodesic geometric geometry gradient graphics grimson hamilton haslam have hawaii head heyden hill hilton huang iccv ieee ignored image images imaging implicit incorporation influence integrate integrating intel intensities interesting interfaces internat international into introducing investigated island isle jacobi journal june kauai kichenassamy kimmel knowledge kohlberger kumar labeling leboran lens letters level leventon line linear lines lncs locating mach marching material math mechanisms medical method methods minimizing model models multiphase mumford nonlinear objects obtained olver optimal osher other paragios parameters parametric parametrically pardo particular patt pattern phys piecewise presented press prior priors problem problems proc proceedings processing propagation proposed pure recog recognition recover references representations research respect rousson sandberg sapiro scale schn science segment segmentation selectively sethian shah shape shapes shown simultaneous simultaneously skye smooth snakes sochen space speed springer staib statistical statistics structures such suggested surfaces symmetry tagare taking tannenbaum taylor technique tempany tenth theories thiruvenkadam this three tischh towards trans tsai tucker university user using valued vancouver variational vector verlag vese viewpoint vision visual volume weickert wells which while willsky wilson with without workshop yezzi http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.198 105 Randomized RANSAC with Sequential Probability Ratio Test Jiri Matas and Ondrej Chum ´ Center for Machine Perception, Dept. of Cybernetics, CTU Prague, Karlovo nam 13, CZ 121 35 abraham analysis andrew application applications automated averaged baseline bishop bmvc bolles both bridge cacm cambridge cartography checked chum comparison computer computing conference confidence configurations consensus correspondences craddock criterion critically cviu dagm data degenerate depts derived design detection dimensional dover eccv edition epipolar estimating estimation estimator experiment faster fischler fitting fundamental geometry guided hartley high homography iccv ieee image included influencing international june kittler leuven live locally maintaining matas maths matrix maybank method mlesac model models motion multiple murray myatt napsac narrow nasuto nister noise number october ometry ondrej optimal optimized over pages paradigm peter prague preemptive priori probability proc proceedings properties proposed random randomized range ransac ratio references relative respect richard robust runs sample samples sampling september sequential setting settings solution speed springer sprt standard strategy structure table teaching tenth termination test tested tests than thesis time times tordoff torr university verlag view vision volume wald were while wide with york zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.20 73 A Spectral Technique for Correspondence Problems Using Pairwise Constraints Marius Leordeanu Martial Hebert academic acknowledgements advantage against alignment among analysis applications approach april arnoldi arpack assignments august authors based becomes berg besl between bmvc boyer brady candidate carcassoni change closed cluster clusters collins computer computing conclusions conference connected constraints content contours correct correctly correspondence correspondences corresponding costeira cuts cviu cvpr data david decreasing description detecting discussions distance distortion does each edwin efficient eigenvalue eigenvalues eigenvector eigenvectors endorsement environment establish experiments fact feature features february figure form formulation from global government grant graph grouping guang guide hancock happens have helpful higgins iccv ieee ijcai image images implicitly incorrect individual inferred interior international jordan july kadir large learning left lehoucq leordeanu likely linear linearly link links local longuet lowe maciel mahamud main makes malik maryland matched matches matching matlab matrix mckay measures method methods model models multiple nbch necessarily noise normalized novel number object observational official ones organization other otherwise outliers pairwise pami part perturbation plus point policy position presented press problem problems proc proceedings programs proximity publications quantitative random randomly rate real recognition recognized recovery references reflect registration relocalisation restarted right robust saliency salient sample sarkar scale scaleinvariant scales score scott segmentation selected sequences shape shapes shapiro should showed shows siam solution solving sorensen sparse spectral spline sponsored stability stewart strongly suitable takes tenth test thank that then theory these they this thornber tolliver under university unlikely unstructured unsupervised used users using variety video vision wahba well when while williams wish with work yang zhang zheng http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.208 57 Retrieval with Knowledge-driven Kernel Design: An Approach to Improving SVM-based CBIR with Relevance Feedback above achieve achieves acknowledgements active advances advantage aerial afterwards against aims also among applied approach asked away based benchmark best better between biasmap bootstrapping both browse brutal cambridge canada cannot chan chang classes clusters color common comparable compare compared comparison comprehensive computational computer computing conclusion conference content corel criterion cvpr database databases datasets demonstrate denver design designed developed different dimensional discussed does during earlier edition effective effectiveness employed ensure eraged especially euclidean excellent expand expected experiment experimental explain expo fast feature feedback figure find finds flannery foundation four fractional from good goodness grants hall hawaii haykin hong however http huang iccv icpr ieee image images improve incorporating increase increases incurred incurs information initial instead international into itself jain judged kbda kernel kernels knowledge label large leading leads learning least light linear load lower machine machines maintained makes maps maximizing measure measures mentioned method methods most multimedia natural negative networks neural number numerical observed obtainable obtained ones optimal optimization optimized optimizing order ordering orengo others ottawa over overall overhead overlapping pages parameter parameters partially pattern performance performing photo positive possible prentice press prior procedure proceedings processing produce projection proposed pushes query random randomly recall recipes recognition references refinement relevance relevant requirement response results retrieval round rounds sample sampled samples sampling scholk scientific search second seen separated sessions setting show shown shows significantly simard similarity singapore slightly small smola space spie star state storage stricker subspace such summary support supported svms systems tang tenth teukolsky than that theart therein these this through tian tightly time times tong training transactions trick tuned twenty ucsb university unlabelled update used user using values vapnik vector very vetterling video vision visiona wang weights well which while with work worse zhang zhou http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.233 18 Surface Parameterization using Riemann Surface Structure acquisition algorithm alliez analysis anatomical angenent angle application applications applied approach approaches arbitrary association asymmetry atlas austin automatic based between both boundary brain branching cagd canonical cartography chan choice circle closed communication comparisons complexity computer computers computing conclusion conference conformal conformally conjugate convenient coordinates cootes cortical cvpr cylinder davies demonstrated depend desbrun description different discrete disk distance distortion does domain each either engineering especially eurographics experimental expression expressions extremal face faces faceted facial figure flattening floater focus future general generalized generate generation genus geometry global grid grids haker halle high huang human hurdal iccv ieee important including individuals induced induces information initial instances international into intrinsic introduce invariance invokes journal kikinis landmark least left length less lower maillot mapmaker mapped mapping maps matching mathematics mean mesh meshes meshing method metrics meyer minimal minimum modeling much neuroimage noncon numerical onto open optimal other packings page pages paper parameter parameterization parameterizations parameterized parameters partition patches person persons petitjean pinkall polthier polyhedral post presented problem proc proceedings processing provides real recognition rectangle rectangles references registration relative requirement resolution riemann right same sapiro schwartz second segmentation shape shapes shaw sheffer show shown shows siggraph signal similar sizes solution squares stable statistical stephenson structure structures sturler such surface surfaces symp systems tannenbaum taylor tenth texture than that their them there third thirion this thompson three time topological topologies tpami turn tvcg twining understanding used using value various ventricles vision visualization volume wang washington waterton well will with wolfson work workshop zero zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.11 27 A Model-based Vehicle Segmentation Method for Tracking Xuefeng Song Ram Nevatia Institute for Robotics and Intelligence System University of Southern California, Los Angeles, CA 90089-0273, USA {xsong|nevatia}@usc.edu Abstract Our goal is to detect and track moving vehicles on a road observed from cameras placed on poles or buildings. Inter-vehicle occlusion is significant under these conditions and traditional blob tracking methods acknowledgement activity advanced advantage aerial algorithms also analysis appear appearance application applied approach artificial association based bayesian before boosted bottom burlina calcagno carlo cars cascade chain chapter chellappa classification cluttered cohen combination combing composed computer conf conference constraint contract could crowded cucchiara current daniilidis datadriven demonstrate detecting detection development devise does down effective effectiveness efficiency enhanced european evaluation even experiments explicit explore extent faces fast feature features field frames funded future generative geometric gilk global government ground grouping guide gupte handled have higher human humans iccv ieee ijcai ikeuchi image images improve incorporated initialization intelligence intelligent intend international intl iterative joint jones journal kamijo kanade koller learning level likely limitation lower lucas machine malik manual markov martin masoud matsushita medioni method methods mikic model monocular monte more moving multiple nagel need nevatia nevatian novel oberti object objects occluded occlusion optimization order pages pami pang papanilolopoulos paper part pattern performance phase phil photometric plane practice prati presents probabilistic problem proc proceedings process processing purely rajagopalan random rapid reasoning recognition references reflections regazzoni registration relatively require research resolution resolving richardson road robust sakauchi scenes schneiderman segmentation sept sequence sequences several shadows should simple situations solving some spatio spiegelhalter statistical stereo sullivan surveillance systems takes technique temporal tenth that these they thint this time tracked tracking traffic trans transaction transportation trivedi under using utilizing vehicle vehicles video viola vision weber well will with work would yung zara zhao http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.135 32 Learning and Inference in Parametric Switching Linear Dynamic Systems Sang Min Oh James M. Rehg Tucker Balch Frank Dellaert College of Computing, Georgia Institute of Technology {sangmin, rehg, tucker, dellaert}@cc.gatech.edu aaai about accepted acknowledgements acoust addition additional advances affine algorithm algorithms allows also american anal annual application applications approach artech artificial association austin author authors avenue awards balch banff based bayesian benefits biotracking biswas blackwellised blackwellized blake bobick boston brand bregler canada canonical case cham changes character characteristics chiuso classification complex computation computer conf conference control cvpr dance data decision dellaert demonstrate detection diagnosis domains doretto doucet driven dynamic dynamical dynamics econometrics efros eigentracking encode estimate estimating estimation experimental explain explore extensions fault fellowship figure filter filters first food foundation framework from future gales gesture ghahramani gibbs global gordon grant graphics have hertzmann heskes hidden hierarchical hinton hodgins house howard human hybrid icassp iccv identifiability ieee improved incorporate individual inference information input intell intelligence international intl into intrinsic isard issue jebara john journal jump khan koller krishnamurthy krishnan labels leading learn learned learning lerner like limits linear location london maccormick machine machines main markov material mclachlan mcmc meaning model models motion murphy national natural network networks neural nips north observability observation october other pages parameter parameters parametric parr part particle patrick pattern pavlovic performance plan practical principles proc proceedings processing properties providing pslds publication quantifying real recognition recognizing references rehg results robustly rosti rottscher sampling samsung schindler scholarship science seattle second sented sequences series shalom shum shumway siggraph signal slds soatto software sons source space special speech state statistical stoffer style such supported switching synthesis systematic systems techniques tenth texture textures thank theoretical third this three time timeseries tracking training trans transformations trees twolevel uncertainty under upon using variational variations vary vidal video vision visionbased visualization volume wang where which whose wiley wilson with within work world would zoeter http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.101 21 Fitting Globally Stabilized Algebraic Surfaces to Range Data about above accurate achieve achieving additionally advantage affect affine against algebraic algorithm also amenta analysis annihilation annual applications approach artificial been berlin blane bone bounded cannot canonical capable chapter choi complete complicated computer conclusions conference conics cons constrained contours cooper could crust curve curves dagm data deepak degree describing despite detail details determination difference discarded distinctive does duck eight ensured euclidean even faber face families figure find fischer fits fitting from geometric german gives global golf have higherlevel hill however iccv ieee image implicit implicitization important improving increased intelligence international invariance invariant invariants issue january journal kang kasturi keren knowledge kolluri larger least levels linear lize lncs machine march margin matrix mcgraw method missing modeling modelled more moreover motion mundy munich noise nose object objects occluding october only over parameter parametric parametrized patella pattern perturbations polynomial polynomials power powerful practical presented preserved preserving press problems proc proceeding proceedings processing properties pros quadrics quartic ramesh reasonable recognition references regularization regularized representation result resulting results robust robustness same satisfactorily schunc section sections sets shape should show shows significant singular size sizes slightly smooth solid some springer stability stabilization stabilized stable still strong structural structures subrahmonia such suitable summary surface surfaces symposium tarel tasdizen taubin technique techniques tenth tests that these this thus time trans transactions twisted unel unified using variance versus vision when which while with wolovich workshop yalcin http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.124 58 Integrating Representative and Discriminant Models for Object Category Detection Mario Fritz1, Bastian Leibe1, Barbara Caputo2, Bernt Schiele1 accumulation agarwal analysis appearance applications applied approach atwan bandwidth based bayes bayesian bmvc boosting borenstein boughorbel caputo cars categories categorization challenges chen class classifiers clearly collection comaniciu combined comp comparison component computation computer conference curves cvpr data database databases david decomposition detect detecting detection detections difficult discriminant discriminative distinctive distribution down driven eccv efficient england example exploiting face faces features fergus figure fleuret framework free freeman from generative graf haussler heisele howard http iccv ieee ijcv image images implicit incremental integration international invariant jaakkola jebara jmlr jones jordan kanade kawanabe kernel kernels keypoints kondor kullback learn learning leibe leibler leonardis lncs local localized logistic london lowe machines mean meer mercer method michael model models moreno motion motorbike motorbikes multi multiclass multiscale multivariate murphy naive network neural nilsback nips object objects outperforms pages pami papageorgiou parsing part pascal pattern patterns pedestrians perona poggio pontil precision probabilistic probability procedures proceedings product ramesh rats real recall recipe recognition references regression representation representations robust roth scale schiele schneiderman segmentation selection serre shape sharing shift shot skocaj snow sonnenburg sparse specific stat state statistical subspace support system tarel tenth test through time torralba trainable tsuda uiuc uller ullman unifying unsupervised using variable vasconcelos vector verri viola vision visual wallraven weighted with workshop yuille zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.30 107 Adaptive Enhancement of Cardiac Magnetic Resonance (CMR) Images Erich T.H. Leung and John K. Tsotsos Department of Computer Science and Engineering and Center for Vision Research (CVR), York University Toronto, Ontario, M3J 1P3, Canada {leung, tsotsos}@cs.yorku.ca academic acheroy acknowledgements adaptation adapted adaptive addison algorithms allowing allows although analysis antwerp appli application applications approaches artech assistance assumption asymptopia authors babyn background based being belgium biometrika birkhauser birkhuser bmes boston both brain bristol broader burrus canada cardiac case cations chair children cliffs communications compatible complete complexity computational computer conference consists context counterparts critical data decomposition dekker denoising department diego different digital distribution distributions domain donoho dyck edition electronics embs employ engineering englewood enhancement especially essential estimation estimator evans experiments fast filtration finance framework from fundamentals gaussian ghent gopinath graduate gregg gudbjartsson hall handbook hastings high holds hospital house houston hundreds iccv ideal ieee illustrated imag image imager images imaging importance incorporate information inside institute integrated integrates intensity international into introduction introductory jansen jiang johnson johnstone joon kerkyacharian kerre kisner lecture lemahieu letters leung linear magn magnetic magnitude mallat master medical medicine method methods minkoff model modeling more multiresolution noise noising noisy notes nowak nuclear ogden ontario outperformed packet pages pami paper parameter pattern patz paul peacock philips physics picard piks pizurica play pratt prentice press primer problem proceedings processing properties provides publishing raman rayleigh recognition recovery reduction references removal representation research resolution reson resonance rician river role rule saddle scholarship science segmentation sensing sequence shrinkage sick signal sijbers similar simple since smoothing soft solution spatial springer squared statist statistical statistics step steps strong symposium syst systems talavage technique techniques technol tenth testing thank that their theory thesis this thresholding toront toronto tour trans transform transforms tsotsos typical ulmer unique university unsupervised upper using versatile very vidakovic vision volume walle walnut ware wavelet wavelets where which wiley with wood york http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.196 41 Progressive Surface Reconstruction from Images Using a Local Prior Gang Zeng1 Sylvain Paris2 Long Quan1 Franc¸ois Sillion3 ability accurately acknowledgements address affaires ahuja algorithm algorithms also analysis anisotropic applications applied approach approximate arbitrary around asian assumption attain avenues based belief beyond bonet border both boykov broadhurst buehler building camera capture captured carceroni carving cases challenging characteristics chen cipolla circle clean cline cohen coloring combination combinations combines comparison complete complex computer computing concavities concept conclusions conf conference consistency constraints construction continuity continuous contour contribution couple couples created cubes culbertson curless cuts data deal december degree demonstrate demonstrated dense detailed detection difficult diffusion discrete disparity drummond dyer ears edge energy epipolar esteban estimation etrangeres eugene eurographics existing experimental explore fast faugeras feature features february figure first flexibility flow flows form formulation framework freeman french from function fusion gargoyle generalized geodesics geometry given global golland gortler grant graph graphics hall handled handles harvard have head help hernandez heyden high hkust hoff hong hull iccv identical ieee illustrates image images imagine independently input instead integrating intelligence interesting international interpolation introduce isbn isidoro january journal july kang keriven kinds kirsanov knowledge kolmogorov kong kutulakos kyros labeled lambert laurentini lavoisier layered leaves level levoy lhuillier lines lorensen machine magnanti makes malik malzbender manifold march marching matching matting matusik maximum mcmillan method methods minimal minimization ministere modeling models multi multiple network nonetheless note notice object objects october only open opens optimization orlin other pages paper parameters parency paris part partial patches pattern perona pfister photometric photorealistic points poxels precision prentice presented preserve prior probabilistic problems proc proceedings processing program promising propagating propagation properties quality quan quasi radiance range recognition reconstruct reconstructed reconstructing reconstruction recovered references refinement regions relies report representation research resolution rough same sampling satisfy scale scene schmitt science scientific sclaroff section seitz september setup several shape shapes sharp shell shown siggraph significant silhouette sillion slabaugh small smooth smoothness soatto solem space stable state stereo stereovision stochastic subset such supported surface surfaces surfel sylvain symposium szeliski tappen technical technique tenth thank that theory these thin this topic topology trans transactions tree tsai uncalibrated understanding unique unorganized used using uyttendaele valuable value variational veksler very video view views viola visible vision visual volume volumetric voxel voxelized voxels whole winder with without work workshop would yezzi zabih zeng ziegler zitnick http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.225 106 Simultaneous facial action tracking and expression recognition using a particle filter about accuracy accurate action actions active adaptation adaptive addition adopting after altered analysis anger animation appearance approach approximates arbitrary asked associated auto automatic bartlett based basic becomes between blake both bottom challenging chellappa chen class classification cohen comparison complex computer conclusion conference considerably contours cootes correctly could created cybernetics davoine depicting detected deterministic difference different discontinuity disgust display displays distribution does dornaika duration dynamic dynamics each edwards estimating example experiments expression expressions eyebrow facial fasel fear figure figures filter filters fleet flexible frame frames framework from fully function fusion garg geometrical gestures gradient have head huang huber human iccv ieee illustrates image immediately include independent inferring information input intelligence interaction international isard jepson july lainscsek latter learned learning littlewort long luettin machine makes maraghi markedly mass matrix method methods middle modeling models mogghaddam more mouth movellan multi neutral nonfrontal north note obtained online order other otherwise overlap paper parameters particle pattern pose poses posterior probability proceedings processing programming property proposed real recognition recovery references region registration regressive require results rittscher robust robustness sadness same sebe section seen segmentation sequence sequences show shows simulated simultaneous single springer static statistics stochastic streaming subject surprise survey systems taylor technique temporal tenth test texture then these this three time tracked tracking transactions transition understanding universal update used using verlag versus video videos view vision visual washington well wiley with workshop zhang zhou http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.153 96 Modelling Shapes with Uncertainties : Higher Order Polynomials, Variable Bandwidth Kernels and non Parametric Density Estimation. academic adaptive addressed advanced ahalt algorithm anal analysis anatomical another application applications applied april assisted background based bayesian between bootstrap borgefors calculation chapman chapter chen chui classifier closest comaniciu compact components comput computable computer computing conference confidence consider copmuting correspondences cremers curved curves cvpr database defining deformation deformations delineated densities density diego differential diffusion digital digits dimensional directly distance distances dual eccv editors elastic enhance establishing estimating estimation estimator evaluation eventually exdb exploration exported farin feature flow form frames framework free fusion geissler general geometric graphics hall handbook handle handwritten haussecker hierarchical hilton however http huang huber human hybrid iccv ieee image images imaging inference information intell intelligence interest international intervention into issue iterative jahne john jones journal kanatani kernel kernelpca kimia knowledge kohlbergerm last learning least lection lecun lemke like local mach machine make manually matching mathematical mathematics matlab medical medioni meer mercer metaxas methods mittal mnist model modeling models more motion multi multiple nonparametric object optical original oslo pages pairs paragios parameters parry parzen path pattern pennec performed point points pose present press prior problem proceedings processing qualifying rangarajan range reaction recognition references region registering registration renn representations retina retinal right rigid robust roysam scale schnorr sederberg segmentation shape shapes shocks siam siggraph simoncelli smoothing solid sons space splines statistics stewart stoddart structures substraction such surface surfaces tanenbaum tannenbaum tenth term that then thirion this through toolbox towards trans transactions transformation transformations tsai uncertainties uncertainty used using validation variational vision volume wand when wiley will window with yann younes zhang zhao zucker http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.108 81 Geometric Invariants and Applications under Catadioptric Camera Model accuracy accurate acknowledgements algebraic aliaga also analysis applications araujo asian autocalibration baldwin barreto basic basu cabral calibrating calibration cambridge camera cameras catadioptric central china computer conclusions conference confirm correctness cvpr daniilidis detection development direct environments epipolar equations estimation european experimental features fitting foundation from fundamental further geometric geometry geyer grant hartley hlavac hough hunold hyperbolic iccv ieee illustrated image images intelligence intelligent interesting international introduced invariant invariants investigated kang kinds kneebone least line machine matching matrix methods micusik model motion multiple national natural nayar networks object omnidirectional oxford pajdla panoramic para paracatadioptric pattern patterns plane point points pose press principal proceedings program projective properties real recognition reconstructing references research results room scene science self semple show size society souza square stability stereo structure sturm supported svoboda tenth their theoretical these this three time transactions transform triangulation under understanding university useful using vehicles view vision will with work workshop ying zisserman http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.133 23 Layered Active Appearance Models active adding addison advances akeley algorithm algorithms anal appearance appears approach automatic baker ballester based bertalmio black bookstein british building caselles comp comparing computer conf conference constructing cootes correct data decomposition deformations dempster diffeomorphic eccv editor edwards explicit extrapolates face feature features figure fitting framework from general generates gesture graphics grill gross groupwise have however iccv ieee image incomplete incremental information inpainting intake intell international journal kittipanya laird learning leonardis lights likelihood longman mach machine marsland matching matthews maximum method model models neural ngam occlusion original oversized pages patch pattern plate position press principal proc proceedings processing recognition references region registration removing revisited rigid robust roweis rubin sapiro shape siggraph skocaj small smith spca splines sports stat subspace systems taylor tenth their there thin torre trans twining variations view vision walker warps weighted wesley with workshop http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.167 38 Neighborhood Preserving Embedding Deng Cai2 Shuicheng Yan3 Hong-Jiang Zhang4 advance advances analysis appearance applied automatic based belhumeur belkin british canada chung class classification clustering cognitive columbia component computation computer conf conference december dimensionality discriminant duda edition eigenfaces eigenmaps eigenvalue embedding face fifth fisher fisherfaces framework france geometric gesture global graph hart hepanha hoboken huang iccv ieee information intelligence international interscience john joshua journal july june kernel kriegman langford laplacian lawrence learning linear locality locally machine machines madison manifolds mathematics miller moghaddam neural neuroscience nice niyogi nonlinear number pattern pentland phillips preserving principal probabilistic problem proc proceedings processing projection projections recognition reduction references regional roweis saul schlkopf science series silva smola specific spectral stork subspace subspaces support systems techniques tenenbaum tenth theory trans turk using vancouver vector video vision visual wiley wisconsin yang zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.17 43 A Robust Algorithm for Point Set Registration Using Mixture of Gaussians Bing Jian Baba C. Vemuri Department of Computer and Information Science and Engineering University of Florida, Gainesville, FL, 32611 USA ahuja algorithm anal analysis approach approximations arora atlas based basu belongie besl between biomedical biometrika bmvc chui comparing computer computing conference contexts correlation cvpr density diffeomorphic distance divergence eccv efficient error estimation fast feature february fitzgibbon framework france from gauss gaussian goldberger gordon granger greengard greenspan harris hausdorff hjort huber huttenlocher iccv ieee image images integrated intell international isbi john jones joshi journal kanade kernel klanderman kldivergence learning leonard mach machine malik matching mathematical mckay measure method methods minimising minimum mixture mixtures modeling models multi nice object parametric patt pattern pennec point power proceedings puzicha rangarajan recognition references registration rigid robust rucklidge scale scientific scott second sets shape shapes siam similarity singh sons square statistical statistics strain surface technometrics tenth tracking trans transform tsin unlabeled unsupervised using video vision wiley workshop younes zhang http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.121 109 Incremental Discovery of Object Parts in Video Sequences Stephane´ Drouin, Patrick Hebert´ and Marc Parizeau Computer Vision and Systems Laboratory, Department of Electrical and Computer Engineering Laval University, Sainte-Foy, QC, Canada, G1K 7P4 {sdrouin, hebert, parizeau}@gel.ulaval.ca acquisition agarwal analysis annals annealed applications approximate articulated automated automatic automation baker ballard based belongie blake body bouguet boykov brown camurri capture clusters compact comparison complex computer conference corporation cuts cybernetics dance detecting deutscher dimension distribution dunn emotion energy estimating fast feature features february filtering from fuzzy gavrila good graph greedy hall human humancomputer hutchinson iccv ieee image implementation included initialization intel intelligence international into ishikawa isodata january jenkins journal june kanade kinematic krahnstoever lagerlof learning lucas machine march markerless mataric matthews minimization model models motion movement multiple nickels november objects opencv page pages particle parts pattern prentice problem proceedings process pyramidal recognition recognizing references reid relative report robotics schwarz separated september sequences sharma spectator statistics studies survey technical techniques template tenth titsias tomasi track tracker tracking transactions understanding unsupervised update veksler video vision visual volpe volume well went what where williams wills workshop yeasin zabih http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.42 14 Background Estimation as a Labeling Problem Scott Cohen Office of Technology, Adobe Systems Inc., San Jose, CA 95110 scohen@adobe.com abcde acknowledgments acquire activity adaptive aghajan algorithm algorithms allow approximate automatic background based belief bottleneck boykov bring brumitt cohen coke color comparison complex compute computer conference congestion copying costs cucchiara current cuts cvpr darrell davis depth detecting detection discussion discussions each early effelsberg efficient electronic energy estimation experimental farin fast felzenszwalb figure flow frames freeway from fruition ghosts gives global gloyer gordon graph grimson gutchess hall harville helped huttenlocher iccv icip icpr idea ieee image imaging initialization input intelligent international jain kailath kang kolmogorov krumm labeling learning lyons maintenance manuscript mark martin median medioni meyers minimization model modeling monitor monitoring mosaics move moving multimedia newell next objects only pages pami patterns piccardi pickup pixel platforms practice prati principles problem proc proceedings processing propagation range real recursive references registration removal results rheinhafen robust ruzon sample scenes sept sequences shadows solal solution speech spie stauffer step still streams subset subtraction suggestions surveillance symposium system tennis tenth text thank this time toyama tracking trajkovic underground using vehicle veksler velastin video vision volume wallflower which with woodfill work zabih http://doi.ieeecomputersociety.org/10.1109/ICCV.2005.69 63 Designing Spatially Coherent Minimizing Flows for Variational Problems Based on Active Contours Guillaume Charpiat Renaud Keriven Jean-Philippe Pons Olivier Faugeras Odyssee Laboratory ´ ENPC / ENS Paris / INRIA Sophia-Antipolis, France Jean-Philippe.Pons@sophia.inria.fr active affine application approximations been behavior bertalmio better between bottom boykov caselles charpiat cheng coherence compares computational computer computing conclusion conference configuration consecutive contour contours cost cuts deformation degrees deriving descent different differential displacements dodge empirical energy equations evolution evolutions experiments explored fails families faugeras favoring figure finally fingers flow flows foundations frames from geodesic geodesics gradient graph have iccv ieee impact implicit inner interest international introduce intuitive journal keriven kimmel kolmogorov large local locks manages mathematics method metrics mimic minima minimal minimizing modified more motions notion numerical objects osher overlooked pages paper paragraph partial physics pleasing problems proceedings product products references robust same sapiro several shape shown some space spatial statistics structure surfaces tenth that these they this time tional unwanted using varia vision visually volume warping well when whereas which