http://www.informatik.uni-trier.de/~ley/db/conf/iccv/iccv2003-2.html ICCV 2003 (vol 2) http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021520abs.htm 102 Color Edge Detection by Photometric Quasi-Invariants J. van de Weijer Th. Gevers J.M. Geusebroek Intelligent Sensory Information Systems Faculty of Science, University of Amsterdam Kruislaan 403, 1098 SJ Amsterdam, The Netherlands joostw, gevers, mark @science.uva.nl anal application approach automatic based basf biological boomgaard changes classification color components computer conference cybern cybernetics edges edition electronic france geerts geusebroek gevers graphics groupe healey iccv ieee image images imaging information intell intensities international invariance january journal kanade klinker machine march material ninth normalized object ohta pantone paris pattern physical proceedings processing recognition references reflection region research richards rubin sakai segmentation segmenting seperate shafer smeulders stokman syst thresholding trademeark trans transactions understanding using vision when winter http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020952abs.htm 29 Tracking Across Multiple Cameras With Disjoint Views Omar Javed Zeeshan Rasheed Khurram Shafique Mubarak Shah Computer Vision Lab University of Central Florida {ojaved,zrasheed,khurram,shah}@cs.ucf.edu across activities after aggarwal alatas algorithm algorithmica algorithms also another assign assigned bayesian because before being between bipartite camera cameras carried chang classification collins comaniciu common computer computing conference consistent constraint context continue cooperative coordinate correct correctly correspondence correspondences cvpr demonstrate density detected determined directly distributed dockstader duda efficient enter entering enters entry environment environments error established establishing estimation exiting exits expected experiment experiments fact fifteen figure figures force frame frames from fujiyoshi fusion glodjo gong graphs greedy harrington hart harvey highly hopcroft however huang human iccv icme identification ieee ijcai individual ings interactive international iterative jain javed kanade karp kernal kettnaker khan knightm label labelling lambert learned like line lipton longer match maximum mean meer minute monitoring motion move moving much multi multicamera multimedia multiple multisensor nearly ninth nonparametric nonrigid note object objects observed obtained obvious october other over overlapping pami path pattern people person perspective point points possible probability proceedings ramesh rasheed real references region results right romano russell second sequence shafique shah shift shortest shown shows siam side situation some stands stein stork streams structured subsequent surveillance system systems take takes tans tekalp testing than that then this through time total towards tracking tracks trans transitions unlikely unobserved using video vision wakimoto walked were which wiley will with within workshop would wrong zabih zero http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020826abs.htm 12 "Perspective Shape from Shading" and Viscosity Solutions E. Prados and O. Faugeras INRIA, 2004 route des Lucioles, BP 93, 06902 Sophia-Antipolis Cedex, France Email: emmanuel.prados(Olivier.Faugeras)@sophia.inria.fr http://www-sop/odyssee/team about adequate advanced algorithm algorithmic ambiguous amer analysis annals applicable applied approach approximation approximations asymptotic bardi barles based bellman birkhauser black boundary brooks bruss bull calibration camera cameras capuzzo chojnacki computer computers computing conditions conference control convergence cost crandall critical cryer cvgip decision differential discontinuous dolcetta dupuis durou eccv edges editor editors eikonal embs enumath equation equations existence extending falcone farag faugeras finally formulation from fully generalized given graphics guide hamilton hasegawa have hill horn human hypotheses iccv ieee image images imaging impossible information inria intelligence international intra ishii jacobi journal june kain kozera lambertian lions local machine maitre math mathematical mathematics mcgraw method methods model modeling ninth nonlinear notes number numer numerical object objects obtaining oliensis optimal oral order orthographic ostrov overview pages partial pattern penna perspective photographic physics piau pinhole pitman points polyhedron prados press probability problem proceedings processing program projection proposed proved provided psychology publishing quarterly reconstruction recovering references related removing report requirement research results rigorous rouy running sagona scheme schemes second seghini semi shaded shading shadows shah shape siam simple single smith smooth solution solutions some soravia souganidis springer strat study surfaces survey system szeliski technical this tourin toward tozzi trans transactions tsai under understanding uniqueness user using verlag viscosite viscosity vision volume winston with without yamany york yuille zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021343abs.htm 79 Capturing Subtle Facial Motions in 3D Face Tracking Zhen Wen, Thomas S. Huang Beckman Institute University of Illinois at Urbana-Champaign Urbana, IL 61801 {zhenwen, huang}@ifp.uiuc.edu action active adaptation algorithm analysis appearance applications approach athitsos automated automatic bartlett based basri between black blake blanz bolle cascia challenges cohen cohn comparison complexity computer conf conference constraints cootes cviu cvpr data decarlo deformable dempster detection eccv edwards ekman environment evaluation exemplar expression expressions face faces facial fast features flow from gabor gaborwavelet geometric gesture hager head huang iccv ieee ijcv illumination image incomplete increasing international jacobs kanade laird lambertian layer likelihood linear local location mapped maps maximum measuring metaxas metric model modeling models morphable motions multi neutral ninth optical pages pami parametric perceptron probabilistic proc proceedings psychophysiology radiance recognition recognizing references reflectance registration reliable relighting report research rigid robust royal rubin science sclaroff sejnowski sequences shape siggraph space speaker speech stat static subspaces synthesis taylor techniques temporal texture tian toyama tracking under understanding unit using varying vetter video vision volume wavelets with woodland workshop yacoob zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021297abs.htm 73 1 action active akamatsu alto amir anal analysis architecture automatic basis black budynek classification coding cohn combining computer computing conf conference consulting davis detector ekman essa expert expression expressions face facial facs filtering flicker frame framerate friesen from fujimura function gaze greece human iccv ieee illumination image images intell international interpretation kalman kanade kerkyra koons lafter lips local lyons machine manual mean models morimoto motion network ninth oliver palo pantic parameterized pattern pentland press proc proceedings psychologists pupil radial rard rate real recognition recognizing references rosenblum rothkrantz sequences shift single system tian time tracker tracking trans under units using vision with workshop yacoob http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021374abs.htm 83 A Novel Approach For Texture Shape Recovery Jing Wang Kristin J. Dana Electrical and Computer Engineering Department Rutgers University Piscataway, New Jersey 08854 jingwang, kdana@caip.rutgers.edu accurate acquisition addition advantages america analysis anderson andsynthesis appearance applied approach archaeology artifacts assumption automation based beardsley bernardini bidirectional bottom brdf capture captured changes chantler classifying cohen coin column compact comparing complex computer conclusion conference contrast copenhagen cula cultural curless dana davis debevec december demonstrate denoted detail determining device devices digital digitizing direction distribution dong doorn each errors estimated european evaluating extracting ferencz figure fine follows from fulk function functions future ginneken ginsberg ginzton gool graphics hall hawkins high highquality holt hulls hybrid iccv ieee ikeuchi illuminance illumination image images include intelligence international itage january journal july june kanade known koenderink koller lambertian large left leung levoy machine main malik martin materials matusik mcmillan measurement mesostructure method methods michelangelo model models multiple multiview nayar ngan ninth normals object objects opacity optical orientations other pages pattern pereira performance pfister photography photometric pitted pont present proceedings project pulli radiance range real reality realtime recognition recognizing reconstructed reconstruction recovered recovery references reflectance reflection representation representing resolution results right robotics rushmeier rusinkiewicz same sampling scale scanned scanning scans shade shape shum siggraph simultaneously society specular statues stereo striking structure summary surface surfaces symposium synthesis synthesizing test textons texture that this thoroughly threedimensional trans transactions using varma very viewing virtual vision visual visualization weakly will with without work workshop world zalesny ziegler zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020966abs.htm 31 Plane-based Calibration Algorithm for Multi-camera Systems via Factorization of Homography Matrices Toshio Ueshiba Fumiaki Tomita National Institute of Advanced Industrial Science and Technology (AIST) AIST Tsukuba Central 2, Tsukuba, 305-8568 Japan {t.ueshiba, f.tomita}@aist.go.jp above accuracy algorithm algorithms although analysis application applications autocalibration automation based becomes between calibration cambridge camera cameras carlsson center cipolla collineations combinations common computer computing conference constraints constraionts cross denotes derived determine dimensional einj epipole equation estimation european factorizaion factorization faugeras find finding first flannery flexible form four from general geometry gives hartley have having hence heyden high homographies homography iccv ieee image implies independent induced infinity instance intelligence international irani journal kanade kiri leastsquares lenses like linear machine malis manner manor matrix maybank means method methods metrology more motion multi multiple multiview ninth noise numerical observing ones only orientations orthography other pages parallax pattern pick planar plane planes pose presence press proc proceedings product products projection projective rank recipes recognition references relative represents robotics root rother scalar scandinavian scenes scientific self sequences shape shelf similar singularities solution some streams structure structures sturm subspace taking technique tell tensors teukolsky that them there therefore these this three tomasi trans triggs tsai turn under university unknown using value vanishes vectors versatile vetterling view viewing views vision volume where which with would zelnik zero zhang zisserman zooming http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020915abs.htm 24 Model-Based Multiple View Reconstruction of People Jonathan Starck and Adrian Hilton Centre for Vision, Speech and Signal Processing University of Surrey, Guildford, GU2 7XH, UK. e-mail: {j.starck, a.hilton}@eim.surrey.ac.uk acknowledgements acquisition allow ambiguities analyse analysis animated applications approach arbitrary architecture articulated artificial baker based basis beresford body borshukov bouguet bouguetj british buehler calib calibration caltech camera capture captured carving centered cohen collins color coloring combining computer concept conference consistent constructing data deal debevec dense digital dimensional duchamp dyer dynamic edit efficient environments epsrc eurographics events evolution exact fast faugeras form frames free from fusiello generation generic gentils geometry gerard gortler grant head hilton hoppe however hull hulls human hybrid iccv ieee illingworth image imagebased images imposed inria intel intelligence international interpolation issue journal kakadiaris kanade keriven kutulakos laurentini leclerc lecture level limited machine magnenat malik matching matlab matusik maximum mcmillan means metamorphosis metaxas methods model modeling modelling moezzi morphing motion multi multimedia multiple multiview narayanan ninth notes object objects pages pattern people photographs photorealistic pictures plankers populate port principles problem proceedings projective provides pulli rander range raskar real reality reconstruction rectangular rectification references rendering report saito scanned scene scenes seitz sequences shading shape shapiro siggraph silhouette smith soft space spatio special sponsored starck statues stereo stuetzle subregioning supported surface synthesis synthesise systems technical techniques temporal temporally texturemapping thalmann theory this three toolbox transactions triangulation trucco unconstrained understanding using variational vedula verri video videobased view viewdependent views virtual virtualized vision visual visualizing voxel whole with work workshop world worlds http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021426abs.htm 90 Globally Convergent Autocalibration absolute acknowledgments afflict agapito algorithm algorithms also analysis applications applied approach arnold asian assumption astro astrom autcalibration authors autocalibration automatically based benedetti bernstein berz busti calculus calibration caltech cambridge camera cameras center cipolla cluster cnse computation computer computing concerning conditions conference configurations constant continuous convergent correspondences decomposition defence degenerate dekker deriche derived detect differential dipartimento discussion econometrics edition engineering environments equations estimation euclidean european explore farenzena faugeras feature focal form forms from function functional fundamental fusiello future global globally goes gool grateful hall hansen hartley hayman helpful heyden huang iccv ieee image images implementation improvements inclusion infinity informatica intelligence internal international interval intrinsic introducing introduction john journal justment kearfott kluwer known koch kotecha kruppa large length likelihood limits lncs lourakis luong machine magnus makino many marcel mathematics matrices matrix maximum maybank measures mendonc methods metric minimal model models moore motion moving multiple multivariate nataraj netravali neudecker neumaier neuromorphic ninth number numerical obtain optimization order other pages parameters pattern pixel plan point pollefeys ponce position prentice present press principal problem problems proc proceedings projective properties pure quadric recognition reconstruction reconstructions rectangular reducing references reid relative reliable report research respect review revised rigorous roth scale search self selfcalibration sequences several simple singular smile solution some sons special spite springer statistics stratified structure sturm summary supported systems taylor techinique technical testing thanks them theory this time tools transactions triggs uncalibrated under underlying univ universita unknown upgrades using validated value variations varying verlag verona view views vision volume which whitehead wiley will with work workshop york http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021004abs.htm 36 Scene Modeling Based on Constraint System Decomposition Techniques Marta Wilczkowiak , Gilles Trombettoni , Christophe Jermann , Peter Sturm , Edmond Boyer affine algorithm ambiguous analysis annual application applications approach architectural architecture augmented automated automatic bartoli based bazin bliek bmvc bondyfalat boyer calibration cipolla cole combining communication computer conf conference constrained constraint constraintbased constraints continuous csps dataflow debevec decomposition deduction department desargues details dick diego doctorat dublin eccv electrical engineering environments equation euclidienne eurographics frasson from general geometric geometrically geometry graph graphical hierarchies hybrid iccv ieee image images incremental interactive interactively international ireland june kuzo languages large lhomme linear lncs local mace machine malik maybank meeting method modeling modelling motion mourrain multi multiple neveu ninth objects ordinateur ouimet pages papadopoulo parallelepiped parametric perception photogrammetry photographs piecewise planar planes points polynomial polytechnique poulin problems proc proceedings prog programming projective propagation proving recognition reconstruction reduction references relations rendering ruffle satisfying scale scene scenes siggraph single sketchpad smile solutions solving spie springer stereo structure sturm sutherland symposium system systems szeliski taylor theorem thesis time torr trans tridimensionnelle trombettoni using vander verlag view views virtual vision volume wilczkowiak with workshop zanden zeller http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020923abs.htm 25 Landmark-based Shape Deformation with Topology-Preserving Constraints academic accurate acknowledgement active algorithm algorithms also amini analysis anisotropic application applications applied automated barden based bending biological biomathematics bookstein boundary braga brain burger cambridge cardiac carne cerebral chance change close cohen computer conclusion conference connecting constrained constraints constructing contour contours cooper cootes cormen correct correction correspondence corresponding cortex cortical cross curve cviu cvpr dale decomposition deformable deformation deformations destroying difference diffusion direction discrete dordrecht driven dubuisson ducan dynamic effectively element emmcvpr energy equality error exploration fast faugeras figure finding finite fischl fitting formulated found from function geodesic geometrically geometry graham grant graphbased graphics grimson guskov hansen hard human iccv ieee ijcv imag image influence insensitive interface international introduced introduction jain january john jolly june kass kendall kluwer lakshmanan landmark landmarks leahy learning lecture leiserson level leventon liang line linear loss malik manifold march matching means measure measurement medical method minimizing model models moving multiscale myocardial nature neighboring neto ninth noise noisy normal notes object optimization pages pami paper parametrically part perona plate posed presence presented preserve preserving press prince principal problem problems proc proceedings programming proposed quadratic reconstruction references regression regularization removal representation research review rivest rueckert same sections segment segmentation sequence sequences shah shape shattuck shiota should siam snakes solved sons spatial specific spie splinebased splines springer staib statistical supported surfaces surgery taylor tehrani template templates temporal terzopoulos their theory thin this titled toga topological topologically topology tracking training trans underlying used using vapnik verlag vision volume walls wang warping warps weymouth which wiley williams with witkin wood written york zhong http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021267abs.htm 69 Unsupervised Non-parametric Region Segmentation Using Level Sets Timor Kadir Michael Brady Department of Engineering Science University of Oxford Ewert House, Ewert Place Summertown, Oxford OX2 7DD. UK timork, jmb@robots.ox.ac.uk acknowledgments active adalsteinsson adaptive advantageous algorithm algorithms allows also alternative analysis applications applied approach associated band based bayes been beneficial best between bias boundary brady brain brute cambridge careful carlo caselles chain chan changes choice classes competition competitive computational computationally computer conclusions conference constructing contours contributions coupled course curvature curve cuts cvpr data dependent deriche described description descriptions detection difficulties discussions driven during dynamic efficient embedded energy essentially estimating european evolution evolving example execution expectation expressions facilitating factor fast faster felzenszwalb field finally firstly fluid fmrib follows force formulating formulations framework francisco freeman from fronts functionals generalisation generalised generally geodesic geometry grant grimson growing guillemaud hamilton handle have hence here hidden hobson however human huttenlocher iccv ieee image images implementation implemented implicitly important information initialise intelligence interfaces international into investigation iterations jacobi jolesz journal kikinis kimmel laboratory larger leclerc length less level like likely list local machine main makes malik many marching markov marr materials maximization mechanics medical memory merging merriman method methods minimizing minimum model modeling monte more motion motorola much multiband multiphase multiple mumford mybrain narrow ninth normalized noted number only opportunities optimised osher overcomes oxford pages paola paper paragios parameters partitioning partners pattern phase phases physics pixel press previous principle proc proceedings processing promises propagating prove provided random real reasons recognition references region regions reported represent representation require requirement requires research results rissanen robust sapiro savings scale science secondly segmentation sethian sets shah should simple since smith snakes some space speed splitting sponsored springer stable stages standard stored such summary supervised surface synthetic technique texture than thank that there this those through times tokyo topological trans unifying university unsupervised uses using variation variational verlag vese vision visual wavelet wells whereas wiley with within work would york yuille zhang zhao http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021366abs.htm 82 Multiple-cue Illumination Estimation in Textured Scenes Yuanzhen Li Stephen Lin Hanqing Lu Heung-Yeung Shum ability acquiring action adaptive addressed adini ahuja albedo although amount analysis applicability application approach arbitrary based bridging brightness calibrating changes chellappa compensating compositing computer conf conference constraints continuously could coupled critical debevec detection direction directional directions distribution drew dugas dynamic edges estimated estimation european face fair finlayson form formulated framework free from gardner geometry global goldgof graph graphics handle hanrahan have hawkins high hordley hougen iccv ieee ikeuchi illuminant illuminants illumination image images increases independent integrated intelligence intensities intensity international intl into inverse issues july kambhamettu known light lighting live lncs machine manner metaxas method methods mixed modeling moses multiple ninth objects onto pacific pages pattern phocion photography points powell presence problem proc proceedings processing properties radiance ramamoorthi range real reality recognition recovering recovery references reflectance regions removing render rendering reproduction samaras samson sarkar sato scene scenes seitz shading shadow shadows shape siggraph signal significantly simple single solving source sources stability stereo strategy superimpose synthesis synthetic system tchou texture that traditional trans ullman unknown until useless varying view virtual vision visualization waese wang wenger which with yang yuille zhang zheng zhou http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021184abs.htm 59 Photo-Consistent 3D Fire by Flame-Sheet Decomposition Samuel W. Hasinoff Kiriakos N. Kutulakos Dept. of Computer Science University of Toronto Toronto, Canada M5S 3G4 {hasinoff,kyros}@cs.toronto.edu accelerated adaptive advanced agrawal alamitos algorithms analysis anim animation apparatus applicability applications applied areas based baum bayesian beam birkhauser blobs boston bouman brackets butuk byer caldeira chiba chichester combustion comp component composition computed computer computerized concentrated concentrations conference constructing contexts correia correspond corresponding dark dataset decomposition deflection denote dense density depicting dept diagnostics different diffusion digital dimensional discrete distant donglou drysdale duderstadt dynamics emission environment epipolar essa examination explosion extrapolated extrapolation faris fedkiw ferrao field figure fire fiume flame flames flows foster foundations frese from gaseous general generated gollahalli gongpei graph griffin ground hasinoff herman horizontal http iccv ieee image images imaging includes incorporated indicate industries infrared input inset international introduction jensen john journal july june kanade kuba labels lamorlette left letters line loss marked martin master mcgratten measure measurement medical metaxas method methods miura model modeling moire more motion multi multiplication muraoka narayanan nguyen ninth nocedal number numerical nyden optical optics optimization other otsuka particle phenomena physically pires plumes press prevention principles problems proc proceedings process processes processing production prove pyrotechnical radiation rainbow rander reconstructed reconstruction references region regions remaining rendering right rows salesin sauer schlieren schodl schwarz science second sensor sheet shock shown siggraph simulation slaney slice smoke society solutions sons sparseview spread springer stam stereo structural structure szeliski takahashi tech technology temperature textures theory thesis this three threedimensional tomographic tomography toronto transactions transport truth turbulent twodimensional univ used useful using velocimetry video view views virtual virtualcamera vision visual visualiz volume warping wavelet waves which white wiley with wolanski wolberg worlds wright york zoomed http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020750abs.htm 3 Fast Pose Estimation with Parameter-Sensitive Hashing account accuracy accurate active addition adversely affecting alamitos algorithm algorithms alignment allows almost also american analysis appear approach approximate articulated articulation artificial association assumes athitsos atkeson attractive austin based bases become beis believe belongie between body capturing cases classification cleveland clustering cluttered cohn computer conclusions conf conference configurations context contexts copenhagen correspondences cover coverage created cruz curious data database dataset december delvin demonstrate denmark dependencies differs dimensional dimensions dimnensions domain earlier efficient enable estimate estimates estimating estimation european exact examining example examples exhaustive exist expect experiments exploring failure fast feature features felzenszwalb finally find fitting fraction framework francisco from georgescu ghahramani gionis good hand hashing high huang human huttenlocher iccv ieee image imperfect implicitly independence indexing indyk infeasible information input intelligence intend interesting international investigate january jordan journal juan june kaufmann labs large learn learned learning lihue limitations local locally lowe machine madison magnitude main making malik manual many mappings matching mean meer mentioned method methods minutes mismatch model models modified moghaddam moore more moreover morgan mori motion motwani natural nearest neighbor neighbour ninth object objects observed only open optimized orders other others pages paradigm parameter parameters parse pattern pentland people pictorial pictures plots point pointed poor pose poser possible potential present presented previously probabilistic problem proceedings question questions rapidly real recognition reconstruction reducing reference references refine regression relative relevant remain remains replacing representation representativeness retrieval review robust ronfard rosales rule running santa scatter schaal schmid sclaroff search seconds section segmentation selection sensitive sensitivity september shape shapes shift shimshoni should show significant similar similarity single smoothing sophisticated sources space specialized specific speed speedup static statistical structures sublinear successful such summary synthetically system task tasks taylor techniques terms texture than that theory there these this those three time training transactions triggs uncalibrated under understanding useful usefulness uses using vancouver version very vision visual vldb weighted when whether while with without work workshop would yields http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021321abs.htm 76 Recovery of Epipolar Geometry as a Manifold Fitting Problem acknowledge acknowledgments affine ahuja algebraic algorithm algorithms alvey alysis analysis anandan anonymous approximation assumption averaging avidan bayesian because better boundary bounded burkharddt cambridge cases circle close combined comments complicated computation computer concerning conference constraints cooper corner correspondence correspondences cukierman curve cvgip data december degree describing detector developing distance distances eccv edge editors ellipse epipolar error estimation european extending families figure fitting flannery forsyth from further future generic geometric geometry global gratefully haddon handle harris hartley hence here higgins huang hyperbola iccv ideas ieee ijcv image images implicit improve includes integrating integration intelligence international into ioffe january john joint kanatani keren kriegman least linearity local longuet machine manifold march matching mean method methods model models motion multiple nature neumann ninth noisy nonlinear nonparametric number numerical objects october optimization orthogonal oxford pages pami parabola parameterized parametric pattern perspective planned point points polynomials ponce potential presented press proceedings projections projective rauh reasonable recipes reconstructing referees references regression represents rotation scene seber segmentation selection september significantly since singularity situations sons space sphere springer squares statistical stephens structure subrahmonia sullivan surface taubin techniques tensor teukolsky than these this three torr trans trifocal triggs trilinear under university variety vetterling view views violated vision warnecke well weng werman which wild wiley with work zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020726abs.htm 0 Recognizing Action at a Distance Alexei A. Efros, Alexander C. Berg, Greg Mori, Jitendra Malik Computer Science Division, UC Berkeley Berkeley, CA 94720, USA http://www.cs.berkeley.edu/~efros/research/action/ academic acknowledgments action actions activities actor aggregated algorithm alignment although always among analysis annotation another application applications applied approach appropriate april arno articulated artifacts august automatic automatically averages background based becomes being belongie berg berkeley between black blur bobick body bottom buttons cars case centered chris classification classify clean cleaned closest clutter collins commands common comp computational compute computer conclusion conf conference configurations context contexts contribution control controlled correct corrected correction correspondences current cutler cviu cvpr cyclic darpa data database david davis demonstrate descriptor desired detection dictionary directly dyer dynamic each engines enough essa estimate estimating european event everyday except excluding face faces figure figures filter first flow forsyth frame frames framework freeman from gait game games gavrila geometric gesture given goncalves google grant gross harrelson henry human iccv idea identification ieee image imagine imaging imperfections implementing individual input inspired interactive interesting international intl invariance invariant irani irfan iterative jain jane journal july kanade kluwer kyuma larry learning less life lihi like line lncs lucas main make malik manor matching measurements median method michal modeling mori most mostly motion move movement movements moving mubarak muri nath nearest neighbor neighboring neighbors nelson ninth noise note novel object objects occluders occlusion occlusions olita optical over pages pami parameterized part particular patt pattern periodic perona player playing point polana pooja power pressing previous primary proc proceedings produce programming publishers puzicha querying ramanan ramesh ramprasad randal real recog recognition reconstruction references registration remedy removing report rest retrieve richard rigid robust ross salesin same sample schneiderman schodl screen search section seitz sequence sequences series several shah shape shown shows siggraph silhouette similar similarity since single skeletons smoothed song spatio spelling statistical step stereo stores such supported survey synthesize szeliski takeo tanaka target taylor tech technical technique template templates temporal tennis textures thank that there these this thus time trans transfer uncalibrated understanding unupervised used user using variations video view vision visual volume wact ways well where which while whole will with work workshop would yacoob zelnik http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020894abs.htm 21 How To Deal with Point Correspondences and Tangential Velocities in the Level Set Framework J.-P. Ponsİ£İ and O. Faugeras , G. Hermosillo , R. Keriven adalsteinsson advection algorithms along analysis angeles angenent anisotropy appear applied approach area based beltrami bertalmio biomedical brain cambridge carolina cerebral chen cheng computational computer computing conference conservative correspondences cortex curvature curves deal deforming delfour dependent diffeomorphisms differential diffusion distorsion docarmo driven dupuis editors efficient equations eulerian evolution evolving fast faugeras fedkiw flattening flow flows fluid formulation framework fronts function geometrically geometry gomes grenander groups haker hall hamilton head hermosillo high hilton iccv ieee image imaging implementation implicit incompressible inria interface interfaces international intrinsic ipam italy jacobi jiang johansen journal june kang keriven kikinis laplace lecture level leveque local mappings marching matching material materials math mathematical mathematics mechanics medical merriman method methods mikula miller minimal monograph motion moving nielsen ninth nonlinear normale notes numerical olsen operator osher overview pages partial pattern peng physics pisa plane point pons prentice preprint preserving press problems proceedings propagating quaderni quantities quarterly randall rauch recent references region registration report reports resolution results sapiro scale schemes science sciences scientific scuola sept sethian sets sevcovic shells siam solving south space speed springer superiore surface surfaces tangential tannenbaum technical theories theory thin tracking transactions transport trouve tutorials ucla unfolding university using variational velocities vemuri verlag vision volume weickert weighted with workshop york zhao zolesio http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020734abs.htm 1 Detecting Pedestrians Using Patterns of Motion and Appearance about accuracy activities actually advantage algorithm algorithms anal analysis appearance application applications applied approach area areas avidan aware baluja based basis better biological boosted boosting both build cars cascade case cause classification combines communication computation computational computer conclusions conference confidence creating crow curve curves cutler cybernetics davis decision detect detecting detection detections detector detectors detects difference domain dynamic dynamics efficient eurocolt example extension extremely face faces fact falling false features figure figures filters finding first flinchbaugh framework freund from gait gavrila general generalization grass greater have highly hoffman humans iccv ieee image images improving information intell international interpretation jones journal june kanade learning likely line lower mach magnitude mapping memo method model more motion much nelson network neural ninth note object only optimized order oren over pages papageorgiou patt pattern pedestrian pedestrians periodic periodicity philomin picard pixel poggio polana positions positive positives predictions presented probably proceedings processing processor pyramids rain rapid rate rated real recognition rectangle references representation result right robert robust robustly routines rowley scales scanning schapire schneiderman seconds sequence shown siggraph simple singer single slightly smart snow some space spent springer static statistical style such summed support system tables takes test texture textured than that their theoretic theory these this thresholds time tracking tree using variety vector vehicles verlag very viewpoints viola vision visual volume walking which while with yoav http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020766abs.htm 5 Mirrors in motion: Epipolar geometry and motion estimation academic accurate algorithm aliaga aloimonos assumptions axis baker benosman bombay bookstein boothby brockett calibration cambridge camera cameras canada catadioptric computer conf conference conformal conic constraints construction control copenhagen coset daniilidis data degrees demonstrating denmark details deviations differentiable differential direction discrete displacement doubek eccentricity effects environments epipolar error estimation european experiments eyes features fermul figure fitting focal formation from fundamental general geometric geometry geyer gluckman good graphics group groups hartley hawaii head hilton hlavac iccv ideal ieee image images imaging india international introduction invitiation island iterative journal june kang koseck length london madison manifolds matrix minimize mirror mixing models motion multiple multiples nayar networks neumann ninth omnidirectional pages pairs pajdla panoramic parabola pattern perspective pless plus pose press proc proceedings processing projective properties ratio real recognition rectification rectifying references refinement reliable resampling riemannian robustness room rotation sampson sastry scattered seattle sections self seventh siam single size soatto spaces springer stereo structure sturm svoboda system taylor text that theory time tomasi track transformations translation uncalibrated univ vancouver verlag very video view viewpoint views vision workshop york zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020742abs.htm 2 Recognition of Group Activities using Dynamic Probabilistic Networks Shaogang Gong and Tao Xiang Department of Computer Science Queen Mary, University of London, London E1 4NS, UK sgg,txiang @dcs.qmul.ac.uk acknowledgements acquisition action actions activities activity adaptive additional agent also american among amount annals approach approximate artificial aspects augmented august automatic autonomous average away barbara barcelona based bayesian behaviour being belief bmvc bobick brand built buxton captured causality chmm classes classification compared complex computer conclusion conference constrains contained corfu correspond coupled criterion currently cviu cvpr darwiche data dbns december demonstrate densities detected detection determined developing different dimension discovery dpns dropped dynamic dynamically ealing ecai eccv epsrc errors estimating event events example expectations experiments explain explaining explanation explicit factorisation fair farmer figure focused four frames framework freiburg friedman from further future galata gaussian generate germany gesture ghahramani gong grimson ground group groups guide heckerman here hidden hierarchical higher hogg however huang human iccv icons icpr ieee improved including infer inference inferred information intelligence interaction interactions interlinks international interpret intille intrinsically investigate involving johnson journal june kettnaker labelled language lasted learn learning lecture level link linked mark markov metaxas microsoft mixture model modelling models mohmm moving multi multiple murphy nearest networks ninth noisy notes number object objectcentred objects observation occurrences oliver order other outdoor over pages pahmm pami paper parallel parkinson particular patterns pentland people perception perform performance prediction presented prior probabilistic procedural proceedings processes processing project propagating providing psarrou puerto rate real reasoning recognition recognizing references report representation research result resulting results rico rosario russell salient santa scene schwarz segmentation selection semantics sequences sets shall sherrah show shown shows sign significantly simple simply simultaneous state states statistics stauffer structure structures superior surveillance system technical temporal test testing thank that their this through time topology tracking transitions truth turn tutorial uncertain uncertainty under underlying unit units used using utilised video vienna vigour vision visual vogler walter were whether which will wilson with without work workshop world worthwhile would xiang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021289abs.htm 72 SVM-based Nonparametric Discriminant Analysis, An Application to Face Detection Rik Fransens1, Jan De Prins1, Luc Van Gool1 {rik.fransens, jan.deprins}@esat.kuleuven.ac.be, vangool@vision.ee.ethz.ch about academic accv achieved advances ahuja analysis application approach baluja based becomes benchmarking boundaries burges classification classifiers computer conclusions conference curves cvpr data decision described detecting detection dimension dimensional dimensionality dimensions discriminant dmkd dnsv edition esat evaluate evgeniou extraction face faces false feature figure first fold freund from fukunaga function future gestel girosi given high iccv ieee image images inner input internal international introduction joachims kanade kernel kopf kriegman landgrebe large learning least long machines making mantock means methods needed network neural ninth nknsv nonparametric novel number object obtained operations original osanu pami papageorgiou paper pattern perform poggio pontil practical press prior problem problems proceedings product projection rate recognition reduced reduction references report representations results rowley scale schol second selection several sista smola speed squares statistical subspace subspaces substantial support survey suykens svms term that this time total training tutorial typically using vector vision well where with work yang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021063abs.htm 44 Filtering Using a Tree-Based Estimator action adaptation algorithm analysis appear appearance application applications approach april articulated articulation artificial asian athitsos automatic automatica avatar background barrow based bayesian because becomes below bergman berlin blake body bolles borgefors bottom british bucy cambridge camera canada capturing carlo carnegie caused challenging chamfer changes chapter china choo cipolla closing clutter cluttered color complex computer conditional conf conference context contours coping correspondence corresponding data davis december deformable dekker density dept detection digital doucet dublin dynamic each edge editors electrical engineering estimated estimating estimation european exem extension figure filter filtering filters finger fingers flat fleet flexion frame frames francisco freitas from front gaussian gavrila gordon hand have hierarchical high hong huang humans huttenlocher hybrid iccv ieee image images including information intell intelligence interface international ireland isard january joint journal july june kauai kimura kinematic kong learning linear linkoping maccormick machine madison manifolds marcel matching mellon mendonc methods metric model modeling models monocular monte motion moving much multi natural navigation ninth nonlinear norwich novel november objects occlusion olson opening oriented pages parametric partitioned pattern pedestrian people pixels plars plus pointing pose posture practice prior probabilistic problems proc proceedings processing projected propagation provide quality ratfg real recognition recursive references rehg resolved retrieval rigid rotating rotation rucklidge salmond sampling scenes sclaroff self senne september sequence sequential series shape shimada shirai showing shown significant situations sity skin smith sorenson space springer state stenger stochastic successfully superimposed sweden synthesis systems target techniques template tenenbaum thayananthan these thesis this time topological torr toyama tracked tracking trans transactions translating translation tree undergoes univer university unreliable using vancouver vehicle verlag view vision visual volume waibel which while with wolf would yang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021236abs.htm 65 Dynamic Texture Segmentation Gianfranco Doretto Daniel Cremers Paolo Favaro acknowledgements active afosr algorithms also anal analysis angles antipolis appear appl approach approximations arma associated assumption automatica autonomous average based bayes behavior belongie between binary blurring both boundaries brox chan change changes changing character chiuso circle cliffs cock combined combining comm communication comp compare competition computer concatenation conclusions conf conference constant continuously contour contours control cremers curvature curve data december decision denoising dependent deriche description deterministic differ different diffusion dimensions doretto draws dynamic dynamics dynamicsegmentation each edges effective either englewood essa estimation european even evolution experiments fast feature february figure final fire fitzgibbon flame formulations framework from fronts functional functions generate generative grouping growing hall hamilton have having however html http hypotheses iccv identical identification ieee illustrate image images implementation inria intell international interpolation into irradiance jacobi january jianbo journal july june kailath keuchel leung levoy linear literature ljung mach magnification malik markov martin math method metric mixing model modeled modeling models moor motion moving multiband mumford navigation necessary ninth notice nowhere npebc obtained ocean optimal original osher outdoor overschee pages pami parameters partitioning patt pattern perceptual phys picard piecewise position prentice presented problem problems proc proceedings process processes processing programming projects propagation pure quantization recognition references region regions registration regularization relative report representation restoration result rigidity rissanen robustness rousson saisan salesin sandberg scenes schellewald schnoerr schodl secondorder segment segmentation segmenting semidefinite sequence sethian shah shape shortest show shows shum siggraph signal since slowly smooth snakes snapshots soatto some sophia space spatial spatially spatio speed starting state static stationary statistical statistics stochastic straightforward structured subspace superimposing supported synthesis synthetic system systems szeliski szummer technical technique temporal texture textured textures that their theory thereby therefore this time trans tree tsai turn twolevel ucla unifying unsupervised useful user using valued variational vector vese video vision visual volume wang waves well were when which willsky with within without work would yezzi yuille http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021168abs.htm 57 Adaptive Dynamic Range Imaging: Optical Control of Pixel Exposures Over Space and Time academic acknowledgments aggarwal ahuja apparatus april authors automation boston brajovic cave chargecoupled columbia computational computer conducted conference context contract control darpa department devices discussions dynamic easily electronic engineering example extending feedback grant grateful high html iccv ieee image imaging intensity international ities kanade kluwer laboratory latency longman massively mechanical method monitoring ninth pages panoramic parallel parts patent press proc proceedings processing range recognizable references research richard robotics scene sensor sensors shows sodini sodiniresearchreports solid sorting state supported surveillance system systems textures theuwissen this totime tsai university valuable value video vision with work http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020886abs.htm 20 Variational Space-Time Motion Segmentation Daniel Cremers and Stefano Soatto Department of Computer Science University of California, Los Angeles ­ CA 90095 accuracy acknowledgments active adelson afosr alignment alternative anal analysis anandan angle appl application approach approaches approximations argued artificial associated assumptions aubert background based bayes bayesian better between birkhauser black boston both bouthemy calibration cambridge camera caselles chan changes chapter clearly coll combining comm commonly comp compared competition computation computer conclusions conditional conference considered constant constitutes constraint construction context contours convex corresponding cost cremers criterion curve cvpr decomposition demonstrate denoising dense depends dept deriche derived descent determining differential direct discontinuous disjoint disparity distributed domain domains during dyer dynamic each edges editors eigenvalue elect embedding energy equations estimated estimation evolution evolving exclusively explicitly extraction facilitated farneback field fields figure final first flow foreground formulated four frame frames framework from functional functions generalization generate geometric given global gradient gradients graph growing grzywacz heitz here high holland homogeneous horn hypersurface iccv ieee image images implementation implicitly incremental individual inference instead integrated intelligence interface international interpolation interpretation into iterative joint june kanade kornprobst last layer layers least level local lower lucas madison magnification malik math memin method methods midplane minimization minimizing model modelbased modeled modeling morel mosaics motion motions movement moving multi multiband multiphase multiple multiscale mumford ninth north note number numer numerical object obtained odobez optic optical optimal optimization orientation pages pami panoramic parameters parametric partial perez perform perona phase phases piecewise preprocessing presented prior probability problem problems proc proceedings processing propagate proposed pure real recovery rectification references region regions registration regularization regularizers representating representation research respect results robust rows scale schnor schunck second segmen segmentation segmenting sensible separate separating sequence sequences sets shah shape show shown shum siam signal simoncelli simultaneously single slices smooth snakes solimini some space spatio spatiotemporal squares stated stereo such summary superior supported surface surfaces szeliski tation technique techniques temporal tensors terms that theoretical these thesis this time topological torr trans tsai unifying using vancouver variables variational various vector velocity very vese video visibility vision visual volume wang watanabe weber weickert which with without world yezzi yuille zero http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021243abs.htm 66 Learning and Inferring Image Segmentations using the GBP Typical Cut Algorithm Noam Shental Assaf Zomet Tomer Hertz Yair Weiss School of Computer Science and Engineering, The Hebrew University of Jerusalem, 91904, Jerusalem, Israel above across adding additional adopts advances advantage affinities affinity agree algorithm algorithms allows also although always analysis analytical analytically another appendix application approach approaches approximations argument around artificial aslongas assume asymptotic avoids away background based been belief belongie better between blatt both bottom boundaries boundary bounded boyer bridge calculate carlo change channels class classification cluster clustering clusters color combinging combining comes compare comparison complexity computation computed computer conditions conf conference connections connectivity consider considerapoint constructing contrast correlation correlations criterion current cuts cutting cvpr data database decreases demonstrated denote dependent details directions discussion does domany each ecological edge editors effects efficient eigenvalues eigenvector eigenvectors elements embedded energy equal estimating estimation evaluating even example excellent experiment experiments exploring faster feature figure first fixed fowlkes framework free freeman from function functions gdalyahu generalizations generalized give given gives gradient granular graph graphical ground grouping grows half happens have helpful holds homogeneous human iccv ieee ignoring illustration image images imbalanced important increase increases increasingly independent influence information input instead intelligence inten intensity international into introduction invariant july just kaufmann known labeled lakemeyer leahy learn learning left likelihood local long machine machinery magnet malik marginal martin matrices matrix maximum measures measuring meila method millennium minimizes model models monte morgan naive natural naturally ncut ncuts nearest nebel neighbor neighboring neither neural never ninth node nodes normalized note number nystrom observation obviwill once open optimal organization over oversegmentation pages pairwise paper parameters particular partitioning patch pattern perceptual performance physica pieces pixels plague point points potentials powerful prefer presented presents proach probabilistic probabilities problem problems proc proceedings processed processing produced promising proof propagation proposed prove quantitative random range rather ratio recognition references regions report research restricted result results right same sarkar second section segmentation segmentations segmented segmenting self shadow shadows showed shown shows similarly simple simply since single sity size spatiotemporal split splitting square stage statistics stochastic straightforward subgraph sublinearly suppose swendsen synthetic systems technical technique techniques tend terms text than that their then theoretic theory there these this thresholding topology training trans transactions tremendously trivial trouble true truth type typical under understanding understood undirected uniform using usually value various very view viewed vision volume walk walks wang weight weights weinshall weiss well werman what when where which wide will willapproachzerowhileap wiseman with work yedidia zhong http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020774abs.htm 6 Autocalibration of a Projector-Screen-Camera System: Theory and Algorithm for Screen-to-Camera Homography Estimation Takayuki Okatani and Koichiro Deguchi Graduate School of Information Sciences, Tohoku University 980-8579 Sendai, Japan acknowledgment algorithm alignment asian astrom auto automatic basically calibrated calibration camera cases chen clarendon clark comments computation computer conditions conference confirmed directly discussions displays euclidean experimental exploting finkelstein flexible franck from galpin geometric gool helpful heyden high homography housel iccv ieee images inspite international intrin intrinsic journal kanatani koch like machine method metric minimal more mullin multi ninth noniterative oxford pages parameters performance pollefeys presentations presented press proceedings projector provide reconstruction references resolution results self several smarter solutions stockton sukthankar systems than thank that unknown using varying vision visualization would http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020946abs.htm 28 High resolution terrain mapping using low altitude aerial stereo imagery Il-Kyun Jung and Simon Lacroix LAAS/CNRS 7, Ave du Colonel Roche 31077 Toulouse Cedex 4 FRANCE Il-Kyun.Jung, Simon.Lacroix@laas.fr about according active algorithm allows already also analysis applications approach area associated associations attempt automation autonomous based bauckhage been between bombay bottom building built burgard canada cell champaign cheeseman christensen clark comparing compute computed computer computing conference consecutive corresponding covariances covers cruz csorba cybernetics data detectability detected different digital discrepancies dissanayake dufournaud during durrant each elevation ellipses empirical environment errors estimates estimation evaluating exclusively factor figure filter first fourth frames francisco from fusion global grid guivant haralick have hawaii head here high hilton horaud iccv identification ieee illinois image imagery images implementation improvements india informations initial intelligent interest international interval involved island january jaulin juin july june jung kieffer knowledge lacroix landmark landmarks large latitude left little local localization longer longitude lowe luminance magnification maimone makes mapped mapping maps matching matthies maui mean meizel mobile modeling mohr motion multi navigation nebot newman ninth obstacle october olson optimization orthoimage pages passive pattern point points pose position positioned possible precise presented prior problem proceeding proceedings produced propagating properly provided provides range real recognition reconstructed references relationships reliable research resolution resolutions right rigorous robot robotic robotics robots robust rover santa schmid schoppers selection self sequence shows simultaneous slam smith solution sonar space spatial stage stereo stereovision stochastic study summary symposium systems tackle terrain that thrun time toward tracking trajectory transaction transactions triangulation tuning uncertain uncertainty using vaidya value vancouver various view vision visual walter which whyte wijk with without zhuang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021134abs.htm 53 A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories able academic affects airplane algorithm algorithms already amit anal applications applied approach approximate around artificial attias baluja based bayes bayesian beyond biederman boosted bounds brady burl cambridge capability carnegie carried cars cascade categorical categories category class college coming components comprehensive computation computational computer conclusions conducted conference containing correct cvpr demonstrated density description desired detection developed dimensional discriminate eccv encouraging ensemble environment error evidence example examples existing experiments experts explore face faces features fergus figure first foremost four framework from function future gaussian geman general geometry ghahramani given global graphical have highly hinton human iccv idea ieee image images implemented improves incorrect incremental inference inferring information integrals intell intelligence international introduction invariant issues jaakkola jones jordan journal just justifies kadir kanade kluwer knill knowledge known larger latent learn learning learnt local london lower mach machine mackay make maximization mellon methods minka mixture mixtures model models more neal need network neural ninth nips norwell number object objects occlusion order other parameters pattern penny perception perona photometry poggio practical press previously prior probabilistic probability proc proceedings process produce psychological rapid rates realistic recognition references represented representing review richards robinson roving rowley saliency saul scale schneiderman second selection show shows similarity simple simplified single sparse statistical still structure such suitable summary sung table tech that them theory they third this training trans uncertainty understand understanding unexplored university unknown unsupervised used using valuable variable variants variational vehicle very view viola vision visual waterhouse weber welling with work would zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021228abs.htm 64 Towards a Mathematical Theory of Primal Sketch and Sketchability Cheng-en Guo1, Song-Chun Zhu1 and Ying Nian Wu2 algorithms analysis appl applications based basis bergen best brown cands chan code coifman company computation computer conference corfu department dictionary discrimination donoho dtxn early elements emergence ensembles entropy equivalence fast field figure first freeman fridman from future gibbs graphics greece heeger higherdimen iccv ieee image images info inpainting input interactions intermittency international julesz last learn learning local lond malik mallat markov marr matching math mathematics mechanisms minimax mixed model modeling models more mumford natural nature neural ninth olshausen perception perona phil preattentive primal principle proc proceedings properties pursuit pyramid receptive references refinement result results ridgelets rigorous second selection setting shall shen siam simplecell sketch sketching sparse strategy synthesis synthesized textons texture their theory thesis timefrequency trans type under university vision wickerhauser with work zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021094abs.htm 48 Tracking Articulated Body by Dynamic Markov Network Ying Wu, Gang Hua, Ting Yu Department of Electrical & Computer Engineering Northwestern University 2145 Sheridan Road, Evanston, IL 60208 fg@ece.nwu.edu yingwu,ganghua,tingyu active algorithm algorithms analysis annealed another approach approximation april articulated articulation automatic azarbayejani barbara based belief black blake body bregler cambridge canada capture capturing cardboard carlo carmichael carolina cham chen choo collaborative computer conditional conf conference contour contours darrel davis density design detecting detection deutscher direction doucet editors eigentracking european exclusion exponential extend face feng field figure filtering finger fleet framework freeman freitas full future gesture ghahramani gordon graphical greece hand haritaoglu harwood head hilton huang human hybrid hypothesis iccv ieee ihler importance independent intelligence interface international introduction isard island issue jaakkola japan jepson jordan journal july june kanade killington learning logvinenko london lowlevel maccormick machine madison malik maps matching mean methods mfmc model models monte motion multiple nara natural ninth nonparametric object objects occlusion pages pampas parametrized part particle partitioned pasztor pattern pentland people perona pfinder possible practice principle probabilistic problem proc proceedings propagation quality real recognition references rehg reid representation resampling robust sampling santa saul seems self selfoccluding sequential severe since solving song south springer stochastic sudderth system theoretical time towards tracker tracking trans tutorial twists upper using valued vancouver variational verlag vermont view vision volume what when where willsky with work wren yacoob york http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021025abs.htm 39 What Does Motion Reveal About Transparency? about academic accuracy accurate acquisition acrylic actual adaptive algorithm along also although ambiguity appear applications applied approach asymmetric avtometriya axis base based between bodies born borynyak both cambridge capture case chang chemistry choonsuk circular close complex compositing computed computer concave conference convergence convex cornbleet coupling cube curless curvatures cvpr david deformed denote determination developed development developments diam diameter different difficult discussed domains done each edges edition ellipse emil engineering environment error errors estimates estimation eurographics even experiment experiments exploited extensions extensively extraction fast feature features figure filled final first fitzgibbon focal four from fundamental general genetic geometric geometries geometry graphics grun guess handbook hata have higher highlight highly hindorff holographic horizontal iccv icpr ieee ijcv ikeuchi image images immediately indicate indices init initial input inspection intentionally interactions interfaces interferometers international involves iter itself jong june kahmen kaida karlsruhe kashiwagi katsushi kumamura larger least length lens lide linear loginov london maas material matting matusik mcmillan measurement measuring mednis microwave model more motion multimedia murase nayar ngan nine ninth noncontact nonrigid note noticeable object objects october only optical optics oren orientations outer outside overlaid page pages pami parallel param parameter parameters perception pfister photogrammetry physical physics piecewise pipe plane plano polarization pose position press principles problem proceedings properties quad quite real reconstruction recover recovered recovers recovery references refraction refractive relatively rendering required respectively results robustly rotation rounded saito saitoh salesin same sato scale scene second selected sensor september setting seul several shape shapes shown siggraph similar simple simulation simulations slightly some specular sphere strong successfully such superquadric superquadrics surface surfaces system szeliski taken techniques test tested tests than that theory there these thick thickness this though three time towards tracked translation transparency transparent trivial true turns university unknown used using verlag vertical very view views vision visual volume water well were werner wexler which while wichmann with wolf workshop yoichi young yung zakharov ziegler zisserman zongker http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020808abs.htm 10 A Theory of Multiplexed Illumination academic acknowledgments acoustooptic acquiring adelson adini alon also ambient analysis annual apparatus applications applied arbitrary automatic baker based basri beardsley being belhumeur bidirectional binford brdf bsat cameras center changes combining comp compensating compensation complexity components compt computer cone conf conference course cvpr dana dark darkness database debevec dependent dept detection determining differently digital direction distribution does dynamic eccv effect egwr eigenimages elect empirical environment epstein estimate expected exposed expression extending face farid fellow filter focal foundation frequency from function georghiades gesture ginneken gosele grants graphics hadamard hallinan hanrahan harwit hatzitheodorou healey heidrich hilbert horn hulls iccv ieee ikeuchi illuminants illumination image images independent infrared inter international investigation issues jacobs kautz keren koenderink koudelka kriegman lafortune lambertian landau leclerc lemmon lensch light lighting linear local lowdimensional luong magda mann many marschner materials matusik mcmillan measurement modeling models moreover moses much multiple multiplexed national nayar near ngan nine ninth nishino noisy object ollendorff opacity optics originating osadchy oxford pami parameters part partial parts pecase perturbation perturbations pfister photographic photography photometric physics picard pictures points pose press problem proc proceedings ramamoorthi range real recognition reconstruction recovery references reflectance reflectances reflections relatively rendering robot sato schechner science seidel separating setting shadows shape shashua siggraph since single singlesource sloane smaller some sources space sparse spatially spectroscopy specularity state subspaces subtracted suffice supported surfaces taking taub technion texture than then this thus torrance trans transform treado tunable turner ullman under undigital used using variable varying view views vision visual westin when which with work world wsis yoav york yuille zhang ziegler http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021048abs.htm 42 A Caratheodory­Fejer Approach to Robust Multiframe Tracking Octavia Camps Hwasup Lim Cecilia Mazzaro Mario Sznaier acquiring active activities adaptive advances aerospace affine algorithms amidi analyis analysis anandan anderson appearance application applications applied approach april articulated automatic automation azarbayejani ball balloons based basel bayesian belhumeur berlin binocular birkhauser bissacco black blake body bounds bradski bregler brown calabi calibration camera case cham chen chiuso classification classify clusters cohen collins color comaniciu commutant comp complex computer condensation conf conference contour contours control coombs corfu covariances curves cvpr darrell davis december density design detection differential distribution durrant dynamic dynamics efficient eigentracking error essentially estimation estimators extension face feature features february figure filtering filters fleet foias fort foveated frazho frequency from functions gaits geometry gesture gohberg good graphics greece grimson hager haker hall hawaii human iccv idan identification ieee illumination image inequalities information intel intelligence international interpolation invariant irani isard issue japan jepson jersey jones journal juan julier july june kanade kauai learned learning library lifting linear machine march matching mathematical matrix mean means meer megretski method mixed models monitor moore motion moving multi multicamera murase murphy murray nara nayar nene nett network ninth nonlinear north numerically object objects olver operator optimal optimization orwell pages parametric parrilo pattern pavlovic pena pentland pfinder pisarevsky portable positioning power prentice priori problems proceedings processing propagation puerto pursuit ramesh rational real recognition recognizing references region rehg reid remagnino representation rico rigid rittscher robotics robust robustness rodman romano rotstein sanchez scenes segmentation september sequences shakiban shift signature site smooth soatto society sons special springer stationary stauffer stereo structure substrate surveillance system systems sznaier tannenbaum theory third time tomasi toyama track tracking trans transactions transformation treil uhlmann uncertain understanding unified using validation vances verlag video view vision visual volume whyte wiley with workshop worst wren xvision yacoob http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021086abs.htm 47 Bayesian Clustering of Optical Flow Fields Jesse Hoey James J. Little Department of Computer Science University of British Columbia Vancouver, BC, CANADA acknowledgements adelson algorithm anandan anonymous application applied authors barron bayesian beauchemin bishop black boyd bregler cambridge canadian carbonetto categories centres classified cluster clustering coefficients complex computation computer computing conclusions conference contextual cviu cvpr data demonstrated discover display distributions dynamic dynamical dynamics editors energy essa estimation event excellence expansion expression extending eyebrow face facial factorization feature february fields figure fleet florida flow found frame freitas frey gait gesture gustafson have hawaii head heeger hidden higher hilton hmms hoey human iccv ieee ijcv image include instantaneous institute intelligent international interpretable iris january june kanade leading learning level line little local lowering markov mass mauii method methods mixtures model models morris motion motions multiple murray nando network ninth object optical optics other over pages parameters parametric pentland people performance piecewise planes points polynomials prata precarn probability proc proceedings process recognising recognition recognizing references representation resulting results reviewers rigid robotics robust rusch salient scholarship segments sequences sets shape show simoncelli smooth state stats supported surveys systems techniques temporal tested thank that their thompson tracking uncertainty unified unsupervised used using variable variables video videre vision washington weighted weighting west winter with yacoob zernike http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021056abs.htm 43 Tracking Objects Using Density Matching and Shape Priors Tao Zhang and Daniel Freedman Computer Science Department Rensselaer Polytechnic Institute Troy, NY 12180 active analysis anthony application apporach area background based blake cambridge chan chen chichester cohen comaniciu combining comput computer condensation conditional conference contours cooper cootes cremers curve cvpr deformable density deriche detection difusionsnakes distance distribution distributions dryden eccv edges evolution extraction faces fast faugeras feature framework freedman from functions geodesic geometric global graham hallinan iccv ieee image improving incorporation influence information institute international into isard knowledge level leventon local marching mardia matching mean meer methods metric mismatch model models moving nikos ninth objects pami paragios performance polytechnic press priors probabilistic proc proceedings propagation ramesh real references region registration rensselaer representations review rigid rousson schnorr segmentation sethian sets shape sheshadri shift space springer statistical submitted taylor tech technique templates their thiruvenkadam through time toyama track tracker tracking training trans trust tsai under understanding university using variational vese vision visual weickert without workshop yezzi york yuille zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021275abs.htm 70 Computing MAP trajectories by representing, propagating and combining PDFs over groups about above acknowledgements active adding adjustment after agrees algebras algorithm algorithms along already application applications applied approximately around associated automatic automation autonomous barbara bayesian bearing been before bekey bottom bregler building bundle calculates cambridge camera case chenaview cipolla clearly closed combined comparison complete computer conclusions conf conference consider consists continuous corner correctly corresponding covariances crossing crowley data davidson deans described detail developed deviation differential distant distributions drummond durrant each edge effect ellipses errors estimated estimation european experimental exponential extracted fast faugeras figure filtering final fitzgibbon fitzibbon five frame frames framework france francisco freiburg from full funded fusion future gelb geometry germany given global good greece ground group groups guivant hartley have herbert hypothesis iccv ieee image images implementation industrial inertial initialisation integrating international intertial intervals into jensfelt jung just kalman kart kauai kerkyra kita known kristensen laps left lines localisation localization location locations luong malik mapbuilding mapping maps marked maximum mclauchlan measurement measurements mobile modern motion multiple nebot nice ninth number odometry only open optimal optimally optimisation optimises optimization orlando outlined over overlaid pages pair papadopoulo paper path paths pattern people places points position positional posteriori press probability problem proc proceedings propagated provides real realtime recognition recovered recovery references remaining represent representations resulting results robot robotics roumeliotis santa scene seen sensor sequences sequential servoing shown shows simultaneous since singh small solving some sparse springer standard standarddeviation strenlow structure symposium synchronisation synthesis system systems taylor techniques that their therefore these this through time times together total track tracking trajectories trajectory trans triggs truth tutorial twists uncertainty unified university unsynchronised used using varadarajan vehicle verlag very video view vision visual volume waikiki well where which white whole whyte will with work workshop wrong york zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021071abs.htm 45 Constraining Human Body Tracking above acquisition action activity advances algorithm algorithms along also always analysis animated animation approach articulated assisted automatic avatars aware azarbayejani background ball baluja based bazaraa because becomes bengio besl black body boundaries brechbuhler bregler burges cambridge capture case caused center chai checka chen collobert computer computing conference configuration constrained constraints constraintsaided control conversational correct correspond covariance credo cvpr darrell data davis december decision delamarre demirdji demirdjian dense detection determining discovery disparity does download dynamic each eccv efficient enforce estimation exponential face fact failed faugeras felzenszwalb field figure figures finding first fleet frame frames from function gavrila general geometry gesture hanson hard hartley hawaii herda hodgins houston http huang human humans iccv icmi ieee image images imposing integration intelligence interactive international johnson joint jojic journal july kakadiaris kanade kauai kernel knowledge koile learning levoy library limits location loosing machine machines mackay malik maps marithoz medioni metaxas method methods mining model modeling models modular monocular more motion multi multilink multimodal multiple nasa negative network neural ninth nonlinear noticed november object objects occlusion optimization original overgaard pages pami paper pattern pentland people perram petersen pfinder plan pointing pollard positive press probably proc proceedings processing programming pullen quaternion range real recognition references registration reitsma research results robotics robots rowley rusinkiewicz sampling scaled scene scholkopf second self sequence shapes sherali shetty shown shows sidenbladh siggraph silhouettes sminchisescu smola snakes society socket soft software space standards starts stays stereo stochastic strictly succeeds support synthesis system systems texas texturing that theory third this time tollmar torch track tracking trajectory transactions triggs turk tutorial twists university untethered until urtasun used using value variants vector view views vision wacv when which wiley with wren yagishita yamamoto zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020982abs.htm 33 Polarization-based Inverse Rendering from a Single View Daisuke Miyazaki Robby T. Tan Kenji Haray Katsushi Ikeuchi The University of Tokyo, Japan ability adaptive albedo also anal analysis analyzing another appear applications applied assumption bajcsy based beam born boult brightness bump canterakis chellapa choh chromaticity color components computer conclusion conf conference confirm constraining contributions degrees demonstrated dependent depth detection determine determining different diffuse direction distant distribution effect enough estimate estimated estimates estimating estimation fang features framework from gions graphics hanrahan hara harvard have highlight horn iapr iccv ieee ikeuchi illuminant illumination illumintion image images imaging improvement industrial inferring infrared inspection integrated intell intensity interface international intl introduced inverse kagesawa kashiwagi kweon laser leonardis light mach machine main maps measurement method miyazaki model modeling multiple nakazawa nayar ninth nishino object objects obtained optics orientations parameters patt pattern pergamon perspective petrov polarization polarized position precise press principles proc proceedings process processing production projection properties rahmann ramamoorthi range real recognition reconstructing reconstruction references reflectance reflection reflections rendered rendering requiring robot roughened roughness saito sato scene segmentation separating separation shading shadow shadows shape shurcliff siggraph signal single sources space sparrow sparse special specular spie structure structured successfully such surface surfaces synthesis tanaka technique techniques temporal texture textured that theory tominaga torrance trans transparent under university unknown using view viewpoint views visible vision wavelengths with without wolf wolff workshop zhang zheng http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021210abs.htm 62 Linear Multi-View Reconstruction of Points, Lines, Planes and Cameras using a Reference Plane Carsten Rother Computational Vision and Active Perception Laboratory (CVAP) Royal Institute of Technology (KTH), Stockholm, Sweden accumulation acquisition adjustment adventurous afffac affine after algorithm algorithms amount analysis anandan applicable applications architectural automatic barbara based beardsley before better between black building buildings bundle calibration cambridge camera cameras campus canada carlsson choose cipolla circumvent closed combination comparison computer conference configurations consequently considered constant constrained constraints construction contribution copenhagen corresponding criminisi critical cvpr dano dashed data denmark described diest difficult directly dominant duality dublin eccv endpoints error experiments extended extensive factorization failure faugeras feature features figure finally fitting fitzgibbon fmat following frame frames freiburg from furthermore future general geometrically geometry germany given gives gool greece grey hallucinated hartley have high homographies house iccv icpr ieee image images incidence infinity integrated integration interactive international intersection irani ireland isbn israel iterative jacobs johansson kanade kaucic kerkyra known koch large lies line linear lines list lncs luong main many mark martinec matrix measurements method methods might minimum missing model models moons mosaics motion multi multiple ninth noise objects obtained occlusions oliensis only open optimal orthography pairs pajdla panoramic paper parallax past performed perspective piecewise pixel planar plane planed planes point pointed points pollefeys practical presented press problems proceedings proesmans projection projective projfac puerto quebec real reasons reconstruct reconstructed reconstructing reconstruction recovery reference references reid relations relationship relationships research resint results rico rigidity robertson rother santa scale scenarios scene scenes schaffalitzky segments separately sequence sequences several shape showed shum simultaneously since single small smile solution some springer stand stereo stockholm streams structure sturm subject successfully such sufficient suggested superior surviving sweden synthesis synthetic system szeliski table tell tensors test than that theoretical these thesis this three tomasi torr toyhouse translating triggs types uncalibrated uncertainty under university used using vangool various verbiest verlag video view viewpoint views virtual visibility vision weighting weinshall well were which with workshop zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020939abs.htm 27 View-invariant Alignment and Matching of Video Sequences algorithms alignment analysis autocalibration based biological calibration caspi comaniciu computer conference csurka cvpr cyclic darpa darrell demirdjian detection dyer eccv essa estimation euclidean feature from gesture giese horaud iccv ieee ijcv international interpolated invariant irani kasparis keiter linear mean meer methods motion multiple mview ninth objects overlapping pages pami pattern patterns pentland plane poggio points proceedings prototypical ramesh real recognition reconstruction references rigid seitz self selfcalibration sequence sequences shah shift space specific stein step stereo structure superposition synthesis task time torr towards tracking tsai using view views vision wolf workshop zisserman zomet http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021126abs.htm 52 A New Paradigm for Recognizing 3-D Object Shapes from Range Data Salvador Ruiz-Correaİ, Linda G. Shapiroİ and Marina MeilaŞ academic advances ages aguilar alignment analysis applications artif based berlin besl bialy binford cambridge canada capell categorization chazelle chen chua class classifiers cluttered cognitive combining comput computer conf conference correa cosmos creating curless curved data deformations delingette description diego dimensional distributions dobkin dorai duchamp duin dynamic efficient employed encyclopedia engine faugeras fitted form fraag framework free freeform from funkhouser generation geons germany graph graphics grece green halderman harmonic hebert heisele huttenlocher iccv ieee ikeuchi image indexing information intell intelligence international jacobs jain january jarvis john johnson journal kazhdan keil kerkyra kernels learning localization machine maps massachusetts matching mckay medin medioni meila method modeling models morphable multi neural nevatia ninth nition object objects october optimizing osada parts pattern poggio point pontil popovic press problem proc proceedings processing raja range recog recognition recognizing references registration representation research resolution robotics ruiz scenes scheme scholko sciences search serre sets shape shapes shapiro shelton signature signatures smola society solid sons spherical spin statistical stein structural superquadrics surface systems techniques their theory three training trans transactions ullman understanding uniform using vancouver vapnik vetter virtual vision wiley wilson with yamani york zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020931abs.htm 26 Reliable Recovery of Piled Box-like Objects via Parabolically Deformable Superquadrics Dimitrios Katsoulas University of Freiburg, Institute for Pattern Recognition and Image Processing George Koehler Allee, 052 Freiburg, Germany dkats@informatik.uni-freiburg.de academic active alamitos analysis angle application applications ayache bajcsy balloons bardinet barr based bayes besl biederman binford boomgaard boundary case chakraborty chen circles cohen competition computer concurrent conference confernece controls countour cviu cybernetics data deformable deformations description detection driven duncan dynamic economy element ellipses energy extraction eyesight faces feature finding finite fitting from gains general generalized geomatric geometric german gill global grant graphics grouping growing gupta hallinan handbook homogeneity hough human iccv ieee image images imaging influenced inno international jain journal july june leavers leonardis matching medical method methods ministry model models multiband murray newcorn nguyen ninth objects october olson optimization order packaging pages parametric parametrically pattern perception pham polynomial practical preserving press prince probabilistic proceedings processing program range recent recognition recognizing recovery references region relationship research robot sclaroff search segmentation shape snakes society solina staib superquadrics surface system systems technology templates theory through time tpami transactions transform transformations transforms under understanding unifying unstructured using variable vision visual waterieee watershed with world worring wright yuille http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020878abs.htm 19 Robust Regression with Projection Based M-estimators Haifeng Chen Peter Meer Electrical and Computer Engineering Department Rutgers University, Piscataway, NJ 08854, USA haifeng meer @caip.rutgers.edu acknowledged acknowledgments affine amer analysis annals annealing application applications applied approach assoc assumption august automated available avoid bilinear bolles burden cambridge canada cartography castle chapman chen city classification clearly clustering cohen comm comment comp comparison computation computational computed computer conf conference consensus constraint containing copenhagen correspondences currently data december denmark density detected detection determining deterministic development direct discussion dominates duda edition effective employing epipolar error estimates estimating estimation estimator european even every exceeds figure final first fischler fitting flannery fmatrix foundation frames from fundamental gathered geometry grant gratefully guided hall hart heteroscedastic however html huber iccv ieee image images improved induces inlier input inria intern interna international investigating joint jones kang kauai kernel leedan leroy less leverage lewis like limitations linearized lines local mach mapping marked math matrix medioni meer methods metric mlesac model models module motion multiple multivariate murray must national ninth noneuclidean numerical obtained only outlier outliers package pages pair paradigm parameter pattern personnel point points press prior problems proceedings projection projections proved pursuit puter puts quebec random ransac recipes recog recognition references regression relative requires residual retained review robotvis robust robustizing rousseeuw royal ruppert sample sampling science search second selected selection sequence serious sibson significant simpson since smoothing software sophisticated space stat statistics stork strategy structure structures subset support tensor teukolsky than that then there these this through tional torczon tordoff torr trosset tyler uncertainty under understanding university unmasking unnecessary used using vetterling violated vision volume voting wand were what where which wiley will with zhang zisserman zomeren zzhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021449abs.htm 93 Fusion of Static and Dynamic Body Biometrics for Gait Recognition Liang Wang, Huazhong Ning, Tieniu Tan, Weiming Hu National Laboratory of Pattern Recognition (NLPR) Institute of Automation, Chinese Academy of Sciences, Beijing, P. R. China, 100080 {lwang,hzning,tnt,wmhu}@nlpr.ia.ac.cn academy achermann acknowledgements activity algorithm algorithms also although analysis angle appear appearance approach articulated audio august authentication automatic automation available based baseline been beijing benabdelkader bern biometrics blake bobick body both bowyer boyd brunelli bunke carter challenge china chinese classification classifiers collins combination combined combining compact computer conclusions conclusive condensation conditional conf conference cues culter cviu darpa darrell data database davis decision demonstrated density duin dynamic dynamics eigengait employed encouraging evaluation experimental experiments face faces falavigna feasibility feret fingerprints foundation from fusion future gait gesture grant grimson gross grother hatef have high hong http human iccv identification ieee ijcv image improving independently institute integrating interface international intl investigated isard jain johnson joint kittler larger level limbs locked loops lower matas method methodology mixed modal model models monocular moon more motion multi multiple nagel nanda national natural need ning ninth nixon normalized nsfc obtain order pami paper parameters pattern people performance person personal persons phase phillips plane probabilistic problem proc proceedings processing procrustes program propagation proposed rause realistic recognition recover references reflect relationship report representation results rizvi robledo running sarkar science sciences self sequences sets shakhnarovich shape silhouette similarity spatiotemporal specific state static statistical still supported switching tanawongsuwan tech technical that they this time track tracker tracking trajectories trans university used using very video vision visual wachter walker walking wang whole with work http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021329abs.htm 77 Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model about accelerated acceptable accommodate accuracy accurate accurately achieve acquire after aided also always analysis anatomical anatomy angle angles annual antipolis approach assessing assisted atlas atlases automatic automation available ayache baltimore based before best better betting between biplanar bone broad brunie built calibrated calibration cambridge camera cameras carnegie compensate computer concerned conference configurations content controlled cooperation corrected correction critical current curves cvpr data deformable degradation degrade degraded degree degrees demonstrated density detection device devices different dimensional diminishing distortion distribution each edge editors effect environment error errors estimators excessive expected experiments factor feasible feldmar field figure fleute fluoroscope fluoroscopes fluoroscopy following form fortunately four france free from fusing gain generally generate going greatly guaranteed gueziec guided hamadeh have high highly histogram hopkins however iccv ieee image images imaging impact information inria insensitivity institute instruments integrated intensity international intervention intra introduce investigated iterative johns larose lavallee lenses limited little long machine many maximization measure medical medicine mellon mesh metrology miccai minimized modal modeling models more mrcas multi mutual ninth noise nonrigid number object obtained occlusion octree offthe only operating operative orthogonal other over overall partial patient performance perturbation pittsburgh pixel position possible preoperative presence procedure proceeding proceedings process progressive projections projective protocol quality range rays reality reason reassuring references refinement registration registrationerror relative relatively rendering result results returns rigid robot robotics room sampled scan science select sensitive shelf should show shows significant similarity since small smoothes some sometimes sophia sparsely spatial spie splines springer statistical statistics strategy structures study sufficient surfaces surgery surgical symposium szeliski taylor technique techniques tetrahedral than thank that their there they this three towards tsai university used using usually utilizes versatile vertebra very view viewing views virtual vision volume weese wells when will with within without zollei http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020856abs.htm 16 Reflectance-based Classification of Color Edges Theo Gevers Informatics Institute Faculty of Science Amsterdam, The Netherlands analysis applications approach based bergholm blur books canny cast classification color components computational computer conference detection edge error estimation false gevers iccv ieee image images intelligence international introduction journal letters machine mech mill moving multi multimedia ninth object ostermann overview pattern proceedings recognition references reflection research scale scene science segmentation separate shadows shafer smeulders specular stander suppression tabbone taylor techniques transactions tsang type university using valley vision zhang ziou http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021351abs.htm 80 Catadioptric Camera Calibration Using Geometric Invariants* Xianghua Ying, Zhanyi Hu National Laboratory of Pattern Recognition, Institute of Automation Chinese Academy of Sciences, 100080 P.R.China {xhying, huzy} @nlpr.ia.ac.cn accuracy accurate aliaga analysis application automation baker barreto based bell bogner calibration camera cameras canada catadioptric central computer conference conic cybernetics daniilidis daucher december dhome direct ellipses environments epipolar estimation european february fisher fitting fitzgibbon formation from geometric geometry geyer higher hlavac holmdel homing hong iccv ieee image images imaging implications india inria intelligence intelligent international introduction invariants kang kawato laboratories laboratory laprest least line machine method mirrors more nalwa national nayar nene ninth october omnidirectional padjla panorama panoramic paracatadioptric parameter pattern pilu pose practical proc proceedings projection properties raport realtime recherche recognition references report riseman robotics robots robust room scene self size sphere spheres square stereo svoboda systems technical techniques than that theory transactions true tutorial unifying using vancouver viewer vision weiss with workshop yagi ying zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020840abs.htm 14 acad academic active acton anal analysis anisotropic applications apps arridge bajla bansch based bayesian bilbao black bounds buccigrossi canero catte cells characterization classification coarsening coding coefficients coherence coll combined communication comp compared complex component compression computation computer conference cortex cottet coughlan crease cues cvpr dead design detail detection diego different diffusion digital dimensional distributions domain driven dynamic early edge edges efficient electron element enhancement enhancing evaluation field figure filter filtering filters finite frangakis fundamental geman geometry germain gibbs graphics handbook hateren heeger hegerl hollander huang iccv ieee ijcv image images independent information international invariance invariant investigate issue jahne jedynak joint konishi kork learning leaves line lions lncs local lond lopez machine magnetic malik marimont math microscopy mikula model models morel multi multigrid mumford natural network neural ninth noise nonlinear nspria numer occlusion olshausen optimized outlier outliers pami parametric pattern pdes perona portilla press primary principles prior probabilistic proc proceedings processes processing radeva rangarajan reaction reactiondiffusion recognition references rejection relaxation representation resonance restoration results roads robust rotation ruderman saludes sanfeliu sapiro satellite scale schaaf scharr scheme science selective sept sequence siam sidenbladh simmons simoncelli simple smoothing sole source space spatio special spectral spies springer statistical statistics stochastic strategy study stuttgart suppression temporal term testing teubner texture theoretic three through tomograms torres tracking trans unification using uttenweiler viii vision visual visualization wavelet weickert with without yuille http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021486abs.htm 98 Real Time Pattern Matching Using Projection Kernels ahmad area baker burges canada capri center chapter christopher classifier comm computation computer conference crow cvpr data detection digital discovery discrete editor efficiency elad energy error fast form francisco girod hadamard human iccv ieee images interdisciplinary international italy jones july june kernels keshet kitajima knowledge machines mapping matching maximal mean mining nayar ninth object packing pages pattern press proceedings projection real recognition references rejection report robust siggraph squared statistical summed sundararajan support tables technical texture theories time transform transforms tutorial using vancouver vector viola vision visual walsh watson whats with workshop wrong http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021142abs.htm 54 An affine invariant deformable shape representation for general curves A. Ericsson and K. Astrom¨ ° Mathematics, Center for Mathematical Sciences, Institute of Technology, Lund University, Lund, Sweden aanaes active adaptive affi analysis appearance application applied approach astrom atlases automatic ayache based baumberg benayoun berthilsson biomedical bookstein british carole chris cohen common computation computer conf conference confi constructing construction cootes correspondence correspondences curve cvpr darpa data davies deformable denmark dept depth description differences direct distribution dryden dunford dynamic eccv eigenshape elastic esprit estimation european extensions flexible forms framework from generation geodesics geometry gerig goldgof group gurations haslam heart hill hogg iccv icpr ieee image images imaging information institute international interscience invariants isrn john journal kahl kambhamettu kanti kelemen kimia kinetic klein kotcheff landmark landmarks learning length linear local locating lund lutfd machine manchester mardia mathematical mathematics medical meshes methods minimum model modeling modelling models morphometrics motion neuroradiological ninth nonrigid objects operators optimization outline pages pattern peterson point points proc proceedings processing projective proocedings recognition reconstruction recovery references report rhodri rigid scenes schwarz sebastian segmentation sequences sets shape shapes sons sophus sparr spectral springer staib statistical structure surface szekely tagare taylor technical technology tfma theory thodberg trans twining university using verlag vision volume wang waterton wiley with without workshop http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021041abs.htm 41 Entropy-of-likelihood Feature Selection for Image Correspondence M. Toews and T. Arbel Centre for Intelligent Machines McGill University 3480 University St. Montreal, Quebec, CANADA H3A 2A7 mtoews,arbel @cim.mcgill.ca accuracy active addison algorithm analysis appearance application autonomous baseball bayesian best birch birchfield blobs board cave center chosen circles circuit clifford cohen coil columbia complicated computer conference cooper cootes correspondence coughlan cover criterion cviu cvpr data database december default deformable deformed distributions dubuisson dynamic eccv edwards efficient eigenvalue elements english extraction face faces feature features field fields figure finite found from further geman gibbs good gradient graham graphs ground group hallinan hammersley heuristics highly html http iccv ieee image images implementation including information intelligence intelligent international invariant involve isidoro jain january jolly journal kanade lakshmanan lattices less level library local lowe lucas machine manuscript march markov matched matching media minutes modeling models mostly murase nayar nene ninth nohre object optimization over overlaying pages pami parameters pattern pearl points problem proceedings programming random range recognition references relaxation restoration resulted review same scale scene sclaroff search seen shape sigma size smoothing snow solution solving sons springer stanford stereo stochastic strategies successfully systems szeliski taylor telephone template templates testing textured than their theory thomas those tive tomasi track tracker training transactions trials true truth uncertainty unpublished used using validation vasc verification verlag vision viterbi were wesley where white whitechapel wiley will window york yuille zhong http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020900abs.htm 22 Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters Marshall F. Tappen William T. Freeman Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology Cambridge, MA 02139 {mtappen,billf}@ai.mit.edu accelerated acknowledgments advances agreement algorithm algorithms analysis applying approximate april arbitrary artificial based bayesian becker belief beliefs besag best better birchfield bounds boykov cambridge camera carmichael codes collaboration comparison computer conference consistency consistently cornell corporation cuts decision defense dense department dietterich dissimilarity distinguished each eccv editors efficient energy evaluation experimental fast fellowship figure flow freeman frey functions generalizations ghahramani grant graph graphs heyden however iccv ieee ijcai image images information insensitive intelligence interaction international interpreting issue iterative jaakkola johansen joint journal koetter kolmogorov labelling laboratory lattice learning least lecture level loopy lowest machine matching measure methods metrics minimization minimized motion multi multiway muri naval ndseg neural nielsen ninth nippon notes november number office optimality pages papers parameters part pasztor pattern performance performs petrovic phase pixel pixels press proceedings processing product propagating propagation quality recognition reconstruction references report research results returns royal sampling scene scharstein science september setting seventh shum slanted society solutions sparr spatial special springer statistical stereo suggested supported surfaces synchronous systems szeliski taxonomy technical telegraph telephone terms than that theory thesis third this tomasi track trans transactions tree tsukuba understanding university unwrapping using veksler very vision volume wainwright weiss what willsky with work workshop yedidia zabih zheng http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020988abs.htm 34 On the Epipolar Geometry of the Crossed-Slits Projection Doron Feldmanİ Toma´s Pajdla Daphna Weinshallİ acha adaptive along andonthereforethis assuming berlin between camera cameras canada centers chicago clearly closer computational computed computer conference constraint corre corresponding crossed curves cvpr cyclopean denoted different directional distorted each epipolar equivalent exclude exist experimental experiments ezra feasible feldman first focal foundations from fundamental generated geometry germany gupta hand hartley have hebrew http huji iccv ieee ieeepami ijcv image images imagine imaging input instead international isaaprojectionslita ishiguro julesz june karmarkar least leibniz line linear lines manifolds manually match matched matching matrices means mobile mosaicing mosaics moved multiperspective nayar ninth oblique omni omnistereo other pages pair pajdla pami panoramas panoramic paper peleg perception perspective point pointonthe points pottmann press pritch proc proceedings produced projected projection pushbroom rather recognition reconstruction references relationship representation results retrieved robot rousso route same scene seitz sequence sequences show shum singular slit slits space sponding springer stereo synthesized szeliski than that their therefore this trajectory tsuji university using vancouver verlag views visibility vision volume wallner weinshall whichmeansthat with would yamamoto zheng zomet http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021494abs.htm 99 Weighted and Robust Incremental Method for Subspace Learning Danijel Skocaj and Ales Leonardis Faculty of Computer and Information Science University of Ljubljana, Slovenia e-mail: danijels,alesl @fri.uni-lj.si afgr algorithm analysis appearance application applications approach approaches approximation artac articulated astrom august based basis bayesian bischof black boundary brand british building calculation carstensen chandrasekaran chen choice classification component computer conference cviu data december decomposition detection eccv efficient eigenanalysis eigenimages eigenspace extraction face factorization figures fisker framework from gabriel hall harter human icassp iccv icpr identification ieee ikeuchi image images imgraphical incremental interactions international jogan june karhunen kumar learning least leonardis levy lindenbaum line ljubljana loeve lower machine manjunath marshall martin matrices merging missing model modeling models murakami networks neural ninth object oliver organizing pages pami panoramic parameterisation pentland physics polyhedral primary principal proceedings processing rank recognition reddy references representations robust rosario rules samaria self september sequential shot shum sidenbladh singular skocaj spliting squares statistical statistics stochastic subspace system technometrics temporal thesis torre trans uncertain university update using value values vision visual volume wang weights winkeler with workshop yuille zamir zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021470abs.htm 96 Video Google: A Text Retrieval Approach to Object Matching in Videos Josef Sivic and Andrew Zisserman Robotics Research Group, Department of Engineering Science Universityof Oxford, United Kingdom about across adapted affine affinely alek anatomy automated baeza based baseline baumberg bell bmvc brightness brin carlsson chum civr close clustering combiningappearanceandtopology compressing computer conference contained contentbased corel cues cvpr databases depth descriptors detector distinguished distortions documents eccv engine estimation evaluation example extremal feature features figure first frame frames from garding gigabytes gool greyvalue groundhog holiday hypertextual iccv ieee image images incorrect indexing information inspirations interest international invariant invariants isbn kaufmann keyframes large left letters lindeberg lncs local lola lowe maillet managing marchand matas matched matching maximally mikolajczyk modern moffat mohr morgan movies muller multi neto next ninth obdrz object organize page pages pajdla pami pattern performance point press proc proceedings publishers query queryexample ranked recognition references region regions reliable retrieval retrieved ribeiro right robust rows scale scene schaffalitzky schmid search separated sets shape smoothing snaps springer squire stable stereo structure tellands text truth tuytelaars unordered urban using verlag view views vision volume were which wide widely with witten yates zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021305abs.htm 74 Background Modeling and Subtraction of Dynamic Scenes Antoine Monnet Anurag Mittal Nikos Paragios Visvanathan Ramesh Real-Time Vision and Modeling Siemens Corporate Research 755 College Road East, Princeton, NJ 08540, USA e-mail: {anurag, nikos, rameshv }@scr.siemens.com able acknowledgements adaptation algorithm also autoregressive available being better brand capture complex complexity component computer conference consider considered copenhagen data deal decisions decomposition denmark dependencies direction discriminabilty eccv efficient elaborated evolving exploration explored further going grateful higher iccv ieee implementation improve incremental inspired international last leading least level line linear make making mechanism mechanisms method minut missing model more moreover natural neighborhood ninth operators page performance prediction proceedings provided reduce references scenes silviu singular soatto something sophisticated strong such take that their they this tools uncertain value values variation very vision which while will with work http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020908abs.htm 23 Controlling Model Complexity in Flow Estimation akaike algorithms aloimonos anandan application applications approximately assessment baltimore biometrika black bottom bounds bubna canada cherkassky choice city color computation computer conclusions conf conference craven criteria data detection different dimension direction drawn duric error estimating estimation experiment extrapolation fields figure first five flow frames from functions generalization golub heading hopkins iccv ieee image images information inst international john journal learning limbs loan math matrix merging minimum model models motion motions moving mulier multiple nature networks neural ninth noisy normal novel numerische optimal pairs paper parametric pattern performed piecewise points prediction predictor press proc proceedings quebec random randomly range ranks realizations recognition references regression remaining repeated results risk robust rules schwartz segmentation selection sequence sets shao shibata single small smooth smoothing spline springer square starting stat statistical stewart subsampled summarizes techniques that theory this times torr total tracking training trans understanding university using values vapnik variables verlag vision wahba wechsler whole wiley with yields http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021079abs.htm 46 A Background Layer Model for Object Tracking Through Occlusion Yue Zhou and Hai Tao Department of Computer Engineering University of California, Santa Cruz, CA 95064 {zhou,tao}@soe.ucsc.edu across adelson algorithms allan analysis anandan appearance applications articulated based bayesian behind bergen black boundaries bushes change coherence compact computer conference david detection dynamic each eccv edward efficient embased emprical estimating estimation european figure finding fleet flexible foreground framework frey ground handle hanna hidden hiearchical hingorani horizontally huang iccv ieee image images incorporating india inferring intelligence international investigation january jepson jojic july kauai kumar layer layered layers learning lippman machine maraghi markov michael mixture model modeling models motion motions moves moving mumbai ninth nonrigid number object occluded occlusion online optimal optimization ordering other pages pattern people person petrovic probabilistic proc proceedings rabiner recognition references representation representations rising robust sawhney segmentation selected sequence sequences spatial speech sprites support synthetic that thomas tracking transactions transformations transformed tree trees tutorial unified vasconcelos video vision visual walks wang weiss with work yacoob http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021102abs.htm 49 Tracking Articulated Hand Motion with Eigen Dynamics Analysis Hanning Zhou and Thomas S. Huang ECE Department, University of Illinois at Urbana-Champaign Urbana, IL 61801 email: {hzhou,huang}@ifp.uiuc.edu academic algorithms analysis analyssis anand andrew appear appearance application applications approach articulated articulation athitsos automatic bart based bayesian besl black blake brendan cambridge camera canada capturing carnegie carolina cham chamfer changes character chen cipolla classification cluttered college collins color complex computer condensation conditional conf conference conquer context corfu correspondence curves david deformable delamarre density design detection discontinuous divideand doretto dynamic dynamics edition eigentracking electrical estimating estimation estimator european face faces faugeras figure filtering finding fitzgibbon form fort france free frey from fukunaga geoffrey geometry gesture gestures ghahramani gold greece grenander hand head heap high hilton hinton hogg huang human iccv identification ieee image images impact implementation independent intelligence interface international intl introduction invitation isard island iterative james jana jens jepson john jones journal july june kanade kevin killington kimura king kluwer kosecka kousuke kuch learned learning level linear luong maccormick machine madison madson mappings matching mckay mellon method michael mixed mjolsness model modeling models monocular moor motion multiple murphy natural network networks nice ninth nobutaka north nowhere object objects occluding october olivier overschee oxford pages papadopoulo pappu partitioned pattern pavlovic peter point pose posture postures press proc proceedings propagation publishers quality quentin rangarajan real realtime recognition reconstruction references registration rehg report representation retrieval rigidity ripley rittscher road robust romer rosales sampling sastry scenes sclaroff second self sept september series shankar shape shapes shimada shirai shum siggraph simulation skin soatto south space specialized springer stan state static statistical stefano stenger stereo stochastic subspace surfaces switching synthesis system systems technical telecollaboration teleconferencing texture textures thayananthan theory thesis thomas through time tony toronto torr towards tracking transactions tree tsong univ university using vancouver vassilis verlag video view virtual vision visual vladimir volume wang wiley wisconsin with workshop wormholes york yoshiaki zhang zhengyou zoubin http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021283abs.htm 71 accurate acknowledgments action advantage aerospace aizawa algorithms also although american amount analysis application applications approach approaches area arlington aspen august authors automated automotive autonomous based berg bergkessel between beyond blake bobick body both bound bucharest camera canada center chains champaign city clear clearly color combining company complex computer conclusions condensation conditional conf conference considerable continuous control correlation correlations covariance darrell data davis defines demonstrated demonstrates density derived detect detecting detection determination deviations diagnosis diagonal diduch diego distance distribution dobra dockstader does doraiswami duration eastman eikvil elements error errors estimation event events exhibit expo extraction failure failures fault feature features festila filter frames from fully fundamental future gait general gesture gordon grants harville hatori health hidden human huseby iccv ideal identification ieee ifac image images improved increase increased increases indicated inherent integrated intelligence intelligent interacting international introduces investigate isard ishii isolation january jose june kalman kinematic kodak kuehner lausanne least logarithmic logarithmically lower machine manufacturing many march markov matrices mehra method metric michel model modeling models more motion movements multi multidimensional multimedia multiple naturally next ninth noise object observations occluded october ohya only output over paolella paradigm parameters parametric part pasqual pattern perfect performance person powertrain predict predicting prediction prevents probability proc proceedings process program prone propagation proposed rabiner radio radiotekhnika rago recognition recognizing references reliable research results robust romania rubi scheme seereeram selected sequences sequential several shearer show signature skew soft some speech spie stereo structural subsequent such suggestions support supported supports switching switzerland systems table tables taylor tekalp temporal thank that theory this threshold time tolerant tracking tracks trained trans transformed tutorial uses using utility vagapov values variable variance varying vector venkatesh view vision visual walking well while will wilson with within wong woodfill work workshop would yamato yield http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020958abs.htm 30 Facial Expression Decomposition angeles august bilinear bregler chuang cloning computation computer conference content deshpande dyer emotional expression expressions expressive facial freeman graphics iccv icpr ieee images international january journal learning mapping models morphing neumann neural ninth pacific pattern proceedings ratio recognition references seize separating shan siggraph space status style tenenbaum view vision with zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020816abs.htm 11 Incorporating the Torrance and Sparrow Model of Reflectance in Uncalibrated Photometric Stereo Athinodoros S. Georghiades Department of Electrical Engineering Yale University New Haven, CT 06520-8285, U.S.A. about accurate acknowledgements albedo also ambiguity appearance appreciated april assumption attributed august based belhumeur coleman comp computer conditions conf conference created curvature database decrease degree demonstrating dimensional discussions divided down drbohlav error errors european face faces figure four from frontal generate generated gone graphics huggins iccv ieee illumination image images includes incorporating information integrability international into jain jonas july kgbr koudelka kriegman lambertian light lighting lower many melissa model modeling models more multiple ninth note object obtaining overall page pages patrick patt peter photometric photometry pose poses possible proc proceedings processing providing rate rates recog recognition reconstruction reconstructions recover recovered reduce references reflectance relief representations respectively results sara shape shows snow source specular specularities stereo structured subset subsets surface surfaces synthetic tains test textured than thanks that this three todd uncalibrated under unknown used useful using variable viewpoint vision what when which with wolff yuille zickler http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021011abs.htm 37 Combinatorial Constraints on Multiple Projections of a Set of Points Toma´s Werner Center for Machine Perception, Czech Technical University, Prague, Czech Republic werner@cmp.felk.cvut.cz academic algorithmic allowed allows also ambiguity andg application applications applying approach association avenue axioms baseline believe benosman berlin bjorner bmvc bokowski british brittish cambridge camera cameras carlsson centers central chapter chirality chirotope chirotopes chosen chum combinatorial common comp compared computations computer concluding conf conference configurations conic considered constraint constraints convex cootes correspondence correspondences cubic cvpr defined denote derive determinants diego dimension discrete done druck eccv editors elsevier encyclopaedia epipolar epipole epipoles equipped ethz even extendability fact faugeras february federal finschi first five follows forbidden foreach framework from full gebert gebiete general generation geometric geometrischen geometry germany given graph group gruber handbook hartley have hern hlava hold holds homography however iccv ieee ijcv image images important imposing impossible indexing institute interchanging interesting international isbn iscrucialfortheorientationconstrainttest joint jour kang lasvergnas laveau lehrbuc lehre leipzig london machine made mapped matching mathematics mathematischen matroid matroids mentioned minimal moreover multiple must ninth npcomplete number obey object obtain ones only open orientation oriented overall pages pair pairs pajdla pami panoramic paper partial passing pattern points practically preprint press proceedings projections projective publishers quadrifocal quan questions quite reality recognition reconstruction references remarks representation representing richter sammlung scales scene science second sensors september shape shown signs simultaneously sixth some springer stereo stolfi stop stronger sturm sturmfels submitted such svoboda swiss symmetrically taylor technical technology tensor test testing teubner teubners that their thentherearescenepoints theoretical theoretically theory there thesis they this three through triggs tschirsc tschirschnitz tuples turns type uncalibrated uniquely university unoriented useful using vectors verlag version verwandschaften view vision volume weak werner white wide wills wissenschaften with xxcc xxxc xxxx ziegler zisserman zurich http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021395abs.htm 86 Towards Direct Recovery of Shape and Motion Parameters from Image Sequences Stephen Benoit and Frank P. Ferrie McGill University, Center for Intelligent Machines, 3480 University St., Montreal, Quebec, CANADA H3A 2A7 benoits, ferrie @cim.mcgill.ca accurate actually affine analysis appear appearance appears applied appropriate april articulated august austria automatically barron based between california cambridge camera cameras case center characterized chicago collision computer conclusion conf conference confidence confirms constraints constructed consumer corfu curvature data davis deformations description detectors direct directly discovering domain domains dynamic eagleson eccv eigentransforms electronics estimate estimates estimation european events exact expansion experimental extract ezra faster feed feedforward fields figure filters finding flow forward fourth frame framework from functions further gaussian generalized global greece grid hand held hence human iccv icpr identifiability ieee ijcv image imagedomain images indicate information input inst institute interface international intervals introduced june konrad lead learned learning linear linearization local lower makes manmatha many matching measures measuring medioni methods model models moghaddam motion moving multi nastar naturally need ninth noisy observability obstacles oliensis operator operators optical optimal output page pages parameters pasadena pattern peleg pentland perform periphery perona perspective physically planar populating possible precise preliminary press principled proc proceedings processing produce programming projection purely real reasonably receptive recognition recovered recovery redundancy references region regularize report research result results retina rigid robotics robust scales scene september sequences shape shashua sixth soatto solution some spaces spatial specialized stationary statistical stein stiller structure subspace symposium synthesis synthetic system tang tech technical technique technology texture than that there these thetic this three time timevarying tomasi transfer transform translation uncertainty under uninformative using vienna views vision visual volume with without yacoob http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021033abs.htm 40 Visual Correspondence Using Energy Minimization and Mutual Information Junhwan Kim Vladimir Kolmogorov Ramin Zabih Computer Science Department Cornell University Ithaca, NY 14853 Abstract algorithms analysis anandan approximate available below bias black boykov camera comparison computer conference correspondence cuts differ different disparities egnal emmcvpr energy estimation experimental fast fields figure flow from gain geoffrey graph ground iccv ieee image images indicate information input intelligence intensity international january kolmogorov lecture left machine measure minimization more motions multiple mutual ninth notes november numbers olga original pages parametric pattern pennsylvania percentage piecewise pixels poster proc proceedings ramin real references report results right robust sawtooth science september smooth springer stationary stereo synthetically technical than transactions transformed tree truth tsukuba understanding university veksler venus verlag vision vladimir volume whose with yuri zabih http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021160abs.htm 56 Eye Design in the Plenoptic Space of Light Rays Jan Neumann, Cornelia Fermuller¨ and Yiannis Aloimonos Computer Vision Laboratory University of Maryland College Park, MD 20742-3275, USA {jneumann,fer,yiannis}@cfar.umd.edu academic accuracy acknowledged acknowledgements acquisition adelson advent aggarwal ahuja aldroubi aloimonos america analysis annual approach approximation around assemblies assessing associates atick award baker behavior believe bennett bergen biological bolles cambridge camera cameras catadioptric chai chapter chest cohen company computation computational computer conclusions conf conference corner current daniilidis data defining demonstrated depth design designing determining devices different differentiation dimensional distributions domain dong dusenbery dynamic early ecology editors electronic elements empirical epipolar epipolarplane erlbaum especially estimation examined eyes farid fermul field fields filter finding foundation fourier framework freeman from function further general gortler graphics gratefully great grossberg ground grzeszczuk hanrahan heng high hillsdale horowitz hsiao iccv ieee image images imaging influence international interpolators interprets journal kelin knowledge landy lawrence lens levoy light lumigraph manoj marimont mark media method methodology metric michael model models more motion movshon nano narendra national natural navigation nayar needs network neumann neural neuroscience ninth noise nonideal november oblique october offer okoshi olshausen omnidirectional opens operators opportunities optical optimization pages pajdla pami panoramic paper parameters part pattern perturbation plenoptic polydioptric potential presented press problem proc proceedings processing processors projectors quantitative range rays real recognition references rendering rephrased rephrasing representation review revolutionary sample sampling scene science seitz sensitivity sensor sensors sensory series showed shum siam siggraph signal simoncelli simulating single smulski society solved space spetsakis spie statistics stereo stewart stochastic structure subject such summary support systems szeliski techniques technology terms that then theory this three through timevarying today tong tools trans transactions treasure understanding unimaginable unmanned unser useful using utilizing vehicles velocity video vision visual volume volumes wang ways which wilburn will with work workshop york http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021194abs.htm 60 Dense Matching of Multiple Wide-baseline Views across affine affinely algorithm algorithms alvarez analysis anisotropic approach approximate asian aubert based baseline baumberg bmvc bookshelf boykov brox buehler cambridge camera carving chez chum cogvisys cohen communication complete computer computing conf conference contemporary correspondence correspondences cuts cvpr data dense depth deriche derivatives detector determination diffusion discontinuities disparity displacements dynamic eccv energy estimation evaluation experiment external fast faugeras feature ferrari fields figure flow foundations frame geometry gool gortler graph hans hartley hierarchical hulls iccv ieee ijcv image images imaging integration interest international invariant inverse jiri journal keriven kolmogorov kornprobst kutulakos large level linear local matas matching mathematics matrix maxinally mcmillan medical meerbergen methods mikolajczyk minimal minimization motion muliple multi multiple ninth oosterlinck optical pages pajdla pauwels photo point pollefeys preserving press problems proc proceedings processing proesmans programming project providence providing reconstruction references regions regularization reliable representation respecting robust sanchez scale scene schafer scharstein schmid seitz separated shape slabaugh space stable stereo stereovision strecha suppl support surfaces symp szeliski taxonomy thanks theoretical theory transmission tuytelaars university untextured urban using valued variational vector veksler vergauwen view views vision visual visualization weickert while wide widely with zabih zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021259abs.htm 68 Natural Image Statistics for Natural Image Segmentation acad accurate active adelson anal analysis analytical appear appl approximations architecture arithmetic asilomar associated aubert barlaud based bayes bayesian besson boundary buccigrossi buhmann campbell caselles cells chan characterization cients circuits clustering coded coding coef color comm communications comp compared competition complex component compr compression computation computer computers conf conference conjunction contour contours copenhagen coring cortex crump data database decomposition deformable denmark derivative design differentiation diffusion diku dissimilarity distributions domain dordrecht dream driven eccv edges editor elds empirical ensembles entropy equivalence estimation eulerian evaluation exible fast filters first fischer forms formulation frame framework freeman functional functions generative geodesic geometric geometry gibbs gibson gmbv graczyk gradient grenander grove growing haar hateren histogram hofmann http huang iccv ieee image images independent intell international introduction jehan joint joshi julesz june kichenassamy kimmel kluwer kumar lausanne learning letters level london lopresto ltering lters mach mallat mann math maximum measures media method methods minimization mixture model modelbased modeling models multi multiband multiresolution mumford natural ninth noise numerical olver optimal optimization paci pages parametric patt pattern picard piecewise portilla primary prior probabilities problems proc proceedings publ publikationer pure puzicha pyramid quantization ramchandran random rapporter rationale reaction recognition references region regions reininger removal representation respect restoration retrieval romeny royal rubner sapiro scale schaaf second segmentation segmentations september shah shape signal signals simon simoncelli simple smooth snakes sokolowski springer srivastava statistical statistics steerable subband supervised synthesis systems tannenbaum technology tekniske texture theory third tomasi trans trellis twodimensional unifying universal unsupervised using value variational vese video vision vistex visual wachman washington wavelet with without workshop yezzi york yuille zolesio http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021411abs.htm 88 Binocular Helmholtz Stereopsis acknowledgements advantages anal analysis approach arbitrary artificial august bayesian belhumeur bellman between beyond bhat binford binocular blake board boundaries boyle brdfs brelstaff british bruckstein bureau cambridge campus carving class collinear complete computer conf conference considerations constraint corresponds cruz cyclopean dark defigueiredo dense depth diffuse disambiguates disparity dover dynamic editors eliminate epipolar european exploit exploiting face faugeras february figure formulated found foundation from fusion geiger generalization generic geometric ginsberg gradient grant grants helmholtz hingorani hogg horn hsia iccv ieee ikeuchi image images implications integrability intell intelligence inter international interpretation intra italy joint journal july june kanade keriven kriegman kutulakos ladendorf lambert lambertian level light ligure limperis lines little mach machine magda maggs mannequin mapped margherita mass medonca methods model monograph multinocular national nayar near nicodemus ninth nomenclature numerical observability occluding occlusions ohta optics oren pages pair pass pattern pecase perhaps phong photoconsistency photomet photometric physiological ponce press princeton proc proceedings programming reciprocity recognition reconstructing reconstruction recovery references reflectance reflection rendered research richmond robot robotics santa scanline science search second seitz sensor shading shape single smoothing smoothness solution source space specular springer standards stereo stereopsis stereovision supported surface surfaces symposium tagare texture theory through trans transactions treatise uiuc under university used using verlag viewpoint vision volume were which with without york yuille zickler http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021387abs.htm 85 A Class of Photometric Invariants: Separating Material from Shape and Illumination accurate acta adelson algorithms aluminum analysis appearance application applications approach april arbitrary axis background based being belhumeur black bolle brightened burns bust cambridge camera case casts changes chapter chen class clearly cloth color colors complex components computed computer computing conditions conference consists constant correct corresponding cotton covariance cross crumpled cubes curvature curved cvpr cylinders dark david deriving descriptions despite detailed different diffuse dimensional discriminability display doll doorn drew dynamic each eccv edited elimination estimation example existence faces farid figure finding finlayson flat from future general generalization generalized geometric geometrical geometry geusebroek gevers good gradients grayvalue green hair hallinan haralick head healey high histogram histograms hordley human iccv ieee ijcv ikeuchi illumination image imaged images implications independent input intensity international intrinsic invariance invariant invariants irradiance jacobs january josa july kanade klinker koenderink kriegman lambertian lighting local machine made marble march material materials matsushita maybank measurement method model modeling mohr motion multiple mundy nayar need nevatia ninth nishino noisy notice object objects observation onto optica oren other page pages pair pami pbmcv peaks pear perspectives photometric physical plastic positions possible prai presence press probabilistic proc proceedings produces propagation properties propogating quality quasi range ratio recognition references reflectance reflection reflections region related reliable removing representation research retrieval riseman robust roughened sakauchi sandblasted sang sato scene schmid search second seen segmentation self sensitivity separate separating september sequences session shading shadow shadows shafer shape shapes similar similarity simple slater smeulders soft solar solid some space sparrow specular specularities standard statistical statue stephen strong subtle surface surfaces surveillance temporal texture textured their theory this three thresholding torrance trans transactions under understanding using values variance velvet video view vision weiss what wheeler white whitish wish with without wolff work workshop zerroug zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021478abs.htm 97 Probabilistic Bilinear Models for Appearance-Based Vision D.B. Grimes A.P. Shon R.P.N. Rao Dept. of Computer Science and Engineering University of Washington grimes,aaron,rao @cs.washington.edu ability acknowledgements acquired advances affects after algorithm allowing allows alternatively amount analysis another anticipate appearance approach appropriate assign assuming based basis bayesian becker bell bentley bernardo bilinear black blake block bottom building bumptrees cambridge canonical capable carlo case causes changing class classes classification cloud clouds cluster coded coding cognitive collapsed colored column combination combine comm component components computation computer condensation conditional conditions conf conference conquer constraint content contents context contrast converge converged converges could covariance cover currently cvpr data defense defining definitions degroot denote density detection determine development different direction discrete distributed distributions disturb divide during dynamics each edge editors efficient eigenfaces eigenspaces eigenvectors ellipses elty employed encounters engineering estimation evaluation example expense extend extension face features fellowship field figure filters first form formed francisco freeman frey from function future gaussian global good gordon graduate grant grimes have hidden high however iccv identifying ieee image images important include incorporating independent individual inferred infor information initial international into invariance invariant investigating isard iterating iterations jojic journal kaufmann known langford large larger latent leading learn learned learning leen lies lighting lindley lippmann local localization long machine maintaining marked markov mation matrices means measure model models modular moghaddam monte moody morgan motivates moving muller multidimensional murase must national natural nayar need neural neuroscience ninth nonlinear novel novelty obermayer object objects observable olshausen omohundro ones original other outside over overcomplete oxford pages parameterization parametric partially particles partitioned pentland perform pnovel possible possibly posterior press previously principal prior priors probabilistic proc proceedings processes processing propagation provides pull quickly radar rather recognition reconstruct reconstructed reconstruction references region regions relatively relearned relearning remember representation representational representations representing represents requiring rerunning research respect resulting right robust rpnr rubin running salmond same sample sampling scene scenes schiele science score sejnowski separate separating sets shapes should shown signal similar simply simulate sloan smith solla space sparse sparseness stable starner starts state statistics stochastic storage strategy style supported system systems tenenbaum term than that them then this thrun thus time topographic torre touretzky toward tracking training transformation tree trees turk types under uniformly university unseen until using variable viewbased vision visual volume weights when where which while will with within work would http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021335abs.htm 78 Stochastic Refinement of the Visual Hull to Satisfy Photometric and Silhouette Consistency Constraints John Isidoro and Stan Sclaroff Computer Science Department, Boston University, Boston, MA, 02215 jisidoro,sclaroff @cs.bu.edu abstract adaptive alamos algorithm algorithms alien alternaning anandan another applied approximate average based bonet broadhurst buehler calibrated calibration cambridge carnegie carving cebenoyan cipolla clara coloring computational computer computers computing concept conference construction corporation could creature cross csiszar culbertson curve cvpr darpa data decisions deformable deformation densest density detail digital does dpvt drummond dyer eccv equipment error esteban everitt extended february figure final fitzgibbon form framework free from future garland generalized generation geometric geometry georgia gortler gouraud graphics hardware hassner heckbert higher hull hulls iccv ieee image images information input institute international interpolation investigation ipsj irani isidoro issue iteration iterations january japanese kutulakos lattice laurentini lecture letter like look malzbender mapping march matching matsuyama matusik mcmillan media mellon mesh methods metrics milenkovic minimization model modeling more muller multi multiresolution multiview needed ninth nobuhara nonconvex notes novel november nvidia object objects octree only packing page pages pami photorealistic pixel point pollard polygons porrill practice pretzel probabilistic proc procedures proceedings processing prock produce quadric raskar real reconstructed reconstruction reduced references rege regions rendered report reprojection research responsibility result rotating roxels ruprecht santa scattered scene schmitt science sclaroff seitz sequences shading shadow shape siggraph signotes silhouettebased simplification slabaugh smile space spatial statistics stereo stochastic strategies subdivision supplement surface symposium synthesis szeliski table technical technology texture that theory thesis three thus time topic towards translational transmission triangles turn tusnady ulam understanding university updated using vertex view viewpoint views viola vision visual visualization volume volumetric vonneumann voxel wada weighted what where with workshop zhang zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020792abs.htm 8 Gamut Constrained Illuminant Estimation achieving acknowledge acknowledgements adam algorithm algorithms always america american analysis applications approach authors barnard berthold both brian buchsbaum cardei change charles coath color colour comaniciu comparison computational computer computing conclusions conditions conference constancy constrained constraint contrast cooper corporation correlation data demonstrated department diagonal dimensional dorin drew edwin employee engineering estimate estimation european excellent experiments fast finlayson forsyth forth fourth framework franklin fraser funt furthermore gamut give graham guaranteed hall hanson have hordley horn hubel iccv ieee illuminant illumination image images imaging implementation improved improving ingeborg inherent institute intelligence international journal june kobus laboratories land laurence lawson leads learning least limitations lindsay machine maloney mapping mark martin mean meer method methodology model network neural ninth novel november object october optical original oxford pages paper part particular pattern perception performance perspective peter physically plausible power practical prentice press problems proceedings processing processor real recovering references reflectance remove removing research result retinex richard robot robust school science scientific sensor sharpening shift simon simple simplicity society solving some sony space spatial specifically spectral springer squares steven support surface synthetic tastl testing that theory thesis this three transactions transformations undertaken unifying univ university unlike upon viewed vision vlad wandell when which with work http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020782abs.htm 7 Camera calibration using spheres: A semi-definite programming approach absolute accuracy acknowledged acknowledgments action addition affect algorithm algorithms alizadeh aloimonos also analysis andrew appearance applications approach asian aspect automation baba baker balls baltimore based beardsley begins benjemaa besl between bias borchers borovikov boundary boyd british calibration cambridge camera cameras carried case center close combinatorial comparison complete computations computer conference conic conics contract convex cooperative csdp cunnington cutler daad daucher davis degenerate dependence detection dhome diac digital dimensional direct discussion distortion distributed dynamics early edgels edges edition effects ellipse ellipses error estimate european events faugeras feedback fifth financial fisher fitting fitzgibbon flexible from general generation geometric geometry golub gool gramming gratefully hand hartley harwood hence highaccuracy hopkins horprasert however human iccv ieee image imaged images imaging important insights inspite instead intelligence interior internal international into johns journal june kanade kanatani kaucic kimura koch lapreste least lens lenses library likelihood limitations loan localization looking machine matrix maximum maybank mckay measured method methods metric metrology minimizes modeling moving multi multicamera multiple murray near needs nemirovski nesterov network ninth objects obtained omnidirectional optimization other over pages parameters particular pattern performs periphery perspective philadelphia physical pilu play point pollefeys polynomial poorly position press principal proc proceedings programming project projected publications quality quaternions ratio recognition reconstruction recovered references registration renormalization results review robotics role room saito schmitt second self selfcalibration semidefinite sensitivity sets seventh several shapes shelf siam significance single software solution some sphere spheres square stage starting statistical stoddart strongly support systems technique temporallyvarying teramoto thank thankful that theory third this transactions tsai under unit university unknown used useful using vandenberghe variation varying vedula versatile view views virtual vision volume which with workshop would zhang zhengyou zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021017abs.htm 38 Multiview Reconstruction of Space Curves active addison affine alibhai analysis apparent august balloons based berthilsson blake cambridge cipolla cohen company computer conf conference conics contour contours correspondence curvature curve curves deformation dublin estimation european feiner field foley from geometry graphics hartley heyden hughes iccv ieee image images indicator intelligence international ireland jonas journal juan kahl lines machine markov methods models motion multiple ninth pages pattern points practice press principles proceedings processes processing publishing puerto random recognition reconstruction references rico sequences shape sketches stereo steven structure surface thesis trans university using view vision volume wesley with yale zisserman zucker http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020848abs.htm 15 Combining Gradient and Albedo Data for Rotation Invariant Classification of 3D Surface Texture acquisition albedo album analysis appendix artifacts artists autoregressive based basic bmvc british brodatz caelli canagarajah chantler classification cohen combines combining computer computing conclusions conference corfu correlation dana data database davis dept designers determining direction directional domain dover effect electrical engineering essex estimating experimental feature february field filter free from gabor gaussian ginneken gmrf gradient graphical greece have heriot http iccv ieee illuminant illumination image images improves international invariance invariant jain journal june koenderink letters leung linnett machine magnitude malik mapping markov mcgunnigle mcgunningle method model models multiple multiresolution nayar ninth october optical orientation pami parameters patel pattern performance photographic photometric point polar polarograms porter presented proc proceedings process processing provide radial rate real recognition recognizing references reflectance results robust rotated rotation rough russell samples scaled scheme schemes segmentation sept september sets show signal simultaneous smith space spectra statistics stereo successful surface surfaces technique textons texture textured texturelab textures that theory thesis threedimensional tool under university using varying vision watt wavelet with woodham world york http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021381abs.htm 84 Polarization-based Transparent Surface Modeling from Two Views according advancedrobotics algorithm also anal anandan angle appear approach approximately artificial avidan based baseddecorrelation born boult calculated canterakis carmo caused classification cohen compositing computer conf conference constraining containing curless curves degrees depth determining develop diameter differential environmental epoxy error estimated estimation eurographics extraction features field figure from future genetic geometry glossy hall handle hara hata heidrich height highlight horn iccv ieee ikeuchi images imaging inclination index influence infrared intell intelligence intensity international interreflection intl inverse invisible joint kaida kashiwagi kiryuati koenderink koshikawa kumamura layer layers lensch light mach mainly maps material matting measured measurement method miyazaki model mountain multiple murase ninth object objects optics orientations patt pattern pergamon polarimetric polarimetrical polarization polarizationbased prentice press principles proc proceedings properties rahmann recognition reconstructing reconstruction references reflectance reflection reflections refractions refractive rendering respectively robot saito saitoh salesin sato schechner seidel shamir shape shaped shirai shown shows siggraph single solid specular surface surfaces szeliski techniques their trans transparency transparent understanding undulating using view visible vision warner wavelengths which width wolf wolff work workshop zongker http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020760abs.htm 4 Towards Gauge Invariant Bundle Adjustment: A Solution Based on Gauge Dependent Damping Adrien Bartoli INRIA Rhone-Alpes,^ 655, avenue de l'Europe 38334 Saint Ismier cedex, France. Adrien.Bartoli@inria.fr accurate adjustment ajustment algorithm algorithms allows applications atkinson bartoli based block bundle cambridge careful changing close compared complex compute computer computing concerning conclusions conference constraints converge cvpr damping data december decrease decreases defining dependent derived dermanis description diagonal different dimensions dublin each eccv edition editor elliptical equations error estimation euclidean existing expressed faugeras fitzgibbon fixing flannery from gauge gauges geometric geometry hartley hotel iccv ieee images independence indeterminacy influence initialization inner intensely international invariance invariant invariants ireland iteration iterations john kanade kanatani lated less levenbergmarquardt linear machine matrices matrix maximizes maximizing mclauchlan minimal modern more moreover morris most motion multi multiple ninth normal number numerical observed october office ones optimization pages pami parameters particular photogrammetric photogrammetry practical practice preserved press proceeding proceedings projective proposed publishing range real recipes reconstruction references regardless region regions regression reliable remote reprojection require same scientific seber seen sense sensing sensitive sequences shaped showed simu solution sons sparse standard stereo structure study synthesis table teukolsky that theory this three throughout trans transform transformations triggs trust uncalibrated uncertainty university using vetterling view views vision weak what when which while whittles wild wiley with within workshop york http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021313abs.htm 75 Surface Reconstruction by Integrating 3D and 2D Data of Multiple Views active adding after approach ations based better bottom building caselles cheeks complex computed computer conference contours curless curvaturebased cviu data fast fedkiw figure from geodesic geometry gives iccv ieee ijcv image images implicit information initialization international iter kang kimmel laplacian left level levoy many merriman method methods middle minimal missing models ninth object obtained only original osher parametric points poor proc proceedings range reconstruction references results right sapiro sbert segmentation shape siggraph smoothing surface surfaces textured there tpami unorganized using variational vision volumetric while whitaker with workshop zhao http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020800abs.htm 9 Appearance Sampling for Obtaining A Set of Basis Images for Variable Illumination Imari Sato Takahiro Okabe Yoichi Sato Katsushi Ikeuchi Institute of Industrial Science, The University of Tokyo, Japan imarik, takahiro, ysato, ki @iis.u-tokyo.ac.jp acknowledgments acquiring advanced albedo america analysis analytic appearance applied arbitrary based basri belhumeur between bridging computer computing conditions cones conf conference construction convex convolutions core corporation corresponding crest culture debevec determining diance dimensional driscoll dynamic education efficient eigenimages empirical environment environments epstein evolutional face faces figure first forth fourier framework frequency from generative georghiades global grands graphics hallinan hanrahan healy high human iccv ieee illumination image images integrability intelligence international intl into inverse investigation irradiance issues jacobs japan kautz kriegman lambertian learning light lighting linear machine many maps mathematics ministry modeling models multiple murase natural nayar nine ninth object objects optical part pattern pcabased photography photometric physics points pose precomputed proc proceedings procession program radiance ramamoorthi range real recognition references reflectance relationship rendering representation research rows scenes science scientific second shape shashua shows siggraph signal single sloan snow snyder society space sphere sports subspaces suffice supported synthesized synthetic systems technology theoretical third this time traditional trans transfer transforms under using variability variable varying vision visual with workshop yang yuille zhao http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021110abs.htm 50 Maintaining Multi-Modality through Mixture Tracking aaai able aerospace algorithms anderson andrieu articulated artificial based bayesian blob bouguet bramble burgard bust cadre carlo cliffs clustered color computer computing conf conference datadriven dellaert disturbances dockstader doucet editors electronic englewood estimation europ face fails filter filtering freitas gangnet global godsill gokturk gordon grzeszczuk hall human iaai iccv ieee illustrated inherent intelligence international isard john joint kirubarajan likelihood localization maccormick maintain methods milstein mitigating mixture mobile modality model monocular monte moore motion multi multiple navigation ninth object objects occluded optimal pages particle perez practice prentice presence probabilistic problem problems proc proceedings rasmussen real references robots robust rong sampling sanchez sequential shalom software sons springer standard statistics synthetic systems tekalp theory this thrun tracker tracking transactions using verlag vermaak vision visual weights where wiley williamson with workshop world xiao york http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021202abs.htm 61 Dense Shape Reconstruction of a Moving Object under Arbitrary, Unknown Lighting Denis Simakov, Darya Frolova and Ronen Basri Dept. of Computer Science and Applied Math The Weizmann Institute of Science Rehovot 76100, Israel accuracy address algocuts algorithm algorithms ambiguity analysis appearance applications approximate approximations available basri belhumeur benefit between black blake boykov brightness camera capture carceroni centered changes coefficients collinear combining comparison computer computing conference convex cornell cues curless cuts cviu definition description determining direction dynamic efficient emmcvpr energy estimating estimation experimental fast favaro feature fleet flow forthcoming frolova from geometric geometry geotensity graph hager hanrahan harmonic haussecker hertzmann html http iccv ieee ijcv illumination image images implementation integration international irradiance jacobs josa july june kanade knowles kolmogorov kutulakos lambertian large leclerc light lighting linear little maki minimization models motion moving mukawa multi multiview natural near negahdaripour ninth number object objects optical orthography outlier pages pami parametric people photometric physical proceedings radiance radiometric ramamoorthi real reconstruc reconstruction references reflectance reflection region rejection relationship revised rigid rithms robustly sampling scene seitz sept sequence sequences setup shading shape soatto software source spherical stereo streams structure subspaces such surface surfel time tion tomasi tracking under unifying using variation varying vexler video view views vision watanabe wiles with yacoob zabih zhang zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021251abs.htm 67 Geometric Segmentation of Perspective Images Based on Symmetry Groups Allen Y. Yang Shankar Rao Kun Huang Wei Hong Yi Ma Electrical & Computer Engineering Department University of Illinois at Urbana-Champaign {yangyang,srrao,kunhuang,weihong,yima@uiuc.edu} across active affine algorithms almost ambiguous analysis application approach arrows attached automatic avnir axes based baseline because bilateral bold bolle boyer brady calibration camera case cell cells clustering colors comanicu comments comp computer conference confidence conic constant continuous contour conventional criterion curvature cuts cybernetics data decomposition detecting detection different dubes each easy edge eigenvectors embedded estimation experiments exploiting extended extracting extraction fail feature features figure fitting flows forsyth frame francois from front fukui fully gaussian generalized generate geometric geometry georgescu global gofman good gradient grey grouped groups hall hashing hecker hong hough huang iccv identified ieee image images improve induce inria intelligence international jain journal kanatani kichenassamy kiryati kumar large left level local london machine malik malladi many marked marola matches matching mean medioni meer method middle minnesota minute mirror mitsumoto modeling models mukherjee multiple mundy ninth nonlinear normalized normals notice object objects okazaki olver optimization original outliers pages parameter pattern peleg perspective phil planar plane poggio point pose prentice proceedings process projective propagation ransac rconstructing recognition reconstruction recovered recovering recovery references relative report right robust rotation rothwell royal scene scenes seconds segmentation sequences sethian sets shape sherrah shift single space spatial stereo structure submitted symmetric symmetries symmetry symmetrybased systems tamura tannenbaum technique techniques test testing that these tomasi toward track tracking trans transactions transform tutorial type understanding unifying unique university using vemuri vetter view views vision waupotitsch weinshall weiss whole will with without would wuescher yang yezzi zabrodsky zero zhang zisserman http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021359abs.htm 81 Paracatadioptric Camera Calibration Using Lines Joao P. Barreto, Helder Araujo Institute of Systems and Robotics - Dept. of Electrical and Computer Engineering University of Coimbra, 3030 Coimbra, Portugal analysis april araujo automation baker barreto birmingham bombay british buyer calibration camera catadioptric central computer conf conference conic copenhagen copis daniilidis dublin european fisher fitting fitzgibbon formation geometric geyer guide guided helder iccv ieee image images implications intelligence international joao kang kawato line machine navigation nayar ninth omnidirectional panoramic paracatadioptric pattern pratical proceedings properties real recognition references robotics self sensor systems theory time trans tsuji unifying vision yagi http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021117abs.htm 51 Using prior shape and intensity profile in medical image segmentation Yunmei Chen½¾ Hemant D. Tagare¿, , Feng Huang Murali Rao , David Wilson , Edward A. Geiser active algorithms alignement anal analysis appearance appl application approach approximation area associated atlas atsumi automated average based beaty beeston biomedical blood boundary brechbuhler brest briggs cadiac cambridge caselles chefd chen cohen colchester collignon comm comp computer computing conf conference constrained contour contours cooper cootes copenhgen corresponding cremers curvature curve curves cvpr cybernetics data deformable deformation deformations deformining delp demark denoising dependent diffusion distance duncan eccv editors edwards elastic european evolution extration faces faugeras feature finding flexible flows formulation fourier framework france from fronts functional functions funding gary geiser generating geodesic geometric gerig global gopinath gradient graham grimson hallinan hamiltonjacobi hermosillo hotel huang iccv ieee ijcv image images imaging implementation influence info informatics information intell intensity international interpolation intl into introducing jaffe joint journal july kelemen kichenassamy kikinis kimmel knowledge kumar lecture level leventon local mach maes magnification marchal marching matching math mathematical maximization mcinerney medical methods mixture modal model models motion multi multiconference multimodal multimodality multiresolution mumford mutual myocardium nakajima ninth notes number objects olver optimal optimization orlando orthogonal osher paragios parametrically patt physics piecewise prior priors problems proc proceeding proceedings processing procrustes propagating pure ramesh references registration representations representing rousson sapiro schn science segmentation segmenting sethian shah shape shapes smooth snakes soatto speed springer staib staih statistical suetens surface survey symp systems szekely tagare tannenbaum taylor template templates terzopoulous their theory thevenaz thiruvenkadam tischh training trans tsai ultrasound understanding unified unser user using vandermeulen variation variational verlag viola vision volume wang washington weickert wells willsky wilson with world yezzi yuille http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021150abs.htm 55 Discriminative Random Fields: A Discriminative Framework for Contextual Interaction in Classification Sanjiv Kumar and Martial Hebert The Robotics Institute, Carnegie Mellon University Pittsburgh, PA 15213, USA, {skumar, hebert}@ri.cmu.edu academic accommodate accuracy acknowledgments addition advantages algorithms allow allowing also anal analysis application applied approach approximation approximations arbitrary artificial aspects assess august avoid bayesian belief besag better binary bouman boundaries boundary brady carnegie causal changed chapman cheng choice christmas class classification classifiers cloud code combine combining comparison complex compute computer conclusions conditional conf conference consideration consistent context contextual correction could crucial cuts cvgip cvpr data decision dependency derin detail detection diego different dirty discovery discrete discriminative discussions distribution drfs energy entropy estimation european evidence exact expectations experiments explore extend factored false favors feature features felderhof feng field fields figueiredo framework from functions further future geman general generalised gibbs gill graph greater greig hall hancock hastie have hebert helpful higher hope however iccv icml identification ieee image images imaging impose increase indicate induce inference informative inhomogeneity intell intelli intend intensity interactions international interpretation issues jain jour journal kernel kittler knowledge kolmogorov kumar label labeling labels lafferty large learning likelihood linear local logistic london lower mach machine made making mapping mappings markov matching maximum mccallum mccullagh mellon method methods minimized mining minka mode model modeling models more multiclass multiresolution multiscale murray natural need neighborhood nelder networks neural next nicholls ninth noble noisy number observed optimization order other over overfitting overlapping pages pairman pairwise pami parameter parameters patt pattern pereira perfect perform petrou pictures pieczynski points porteous positives posteriori practical press principled prior probabilistic problems proc procedure proceedings processing proposed provide quadratic random rate real recog recognition references regions regression relaxation remote report restoration results revisited robust royal rubinstein sampling scene segmentation segmenting seheult sensing sensitivity sequence several shows since small smoothing some southwest space sparse sparseness springer states statis statistical statistics step stochastic structural structure such symposium table tasks tebbache tech textured textures than thanks that these third this tokyo trainable trans transform twentieth ultrasound university unsupervised used using validate values verlag very vision ways well what which while will williams wilson with without work workshop world wright xiao zabih zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195021512abs.htm 101 Margarita Osadchy NEC Labs Princeton, NJ addison alignment america analysis analytic anisotropic appearance applications arbitrary architecture automated automation based basri beckmann belhumeur between blake brelstaff brightness brunelli buhmann chen comm comp computer computers computing conditions cones conf conference constraints construction convex cook cvpr dependent detecting determining digital dimensional direction directions distortion distribution dover dynamic eigenimages electromagnetic elementary empirical epstein estimation face faces from functions generalization generated generative geometrical geometry georghiades gonzalez graphics gremban hallinan hanrahan harmonic harmonics human iccv ieee ijcv ikeuchi illuminant illumination image images information institute international invariant invariants investigation irradiance jacobs january josa journal june kanade konen kriegman lades lambertian land lange learning lighting lightness linear link macrobert malsburg many maximization mccann measuring model modeling models moses multiple murase mutual nayar ninth nishino novel november object objects observation observations optical oren pami parameters pergamon perspectives phong photometry physical physics planning pose possible proc proceedings processing properties publications radiance ramamoorthi range reading recognition references reflectance reflection reflections relationship representation retinex robotics rough sato scattering science search sensor shape shashua siggraph society sparse specular spherical spizzochino subspaces suffice surface surfaces synthesis theoretical theory thesis torrance tran tranc trans transactions treatise under using variability variable view viola vision visual vortbrggen ward waves weizmann wells wesley what wheeler with woods workshop wrtz york yuille zhang http://csdl.computer.org/comp/proceedings/iccv/2003/1950/02/195020870abs.htm 18 Separating Reflection Components of Textured Surfaces using a Single Image Robby T. Tan Katsushi Ikeuchi Department of Computer Science The University of Tokyo {robby,ki}@cvl.iis.u-tokyo.ac.jp ambient america analysis applications artificial bajcsy bajscy boult breneman calibration cambridge camera changes characteristic chromaticity color colors complex component components computer computing conference constancy constrained constraining depth detection determination dichromatic diffuse estimation europe fang features figure finlayson fluorescent free from gershon hallikainen healey highlight highlights iccv ieee ikeuchi illumination image images intelligence intensity interface international inverse jasskelainen jepson journal kanade kang klinker kondepudy lennie leonardis light lights machine mass material measurement mechanism memo model modeling multicolored multiple munsell nayar ninth nishino noise object objects optics orientation pages park pattern perkkinen polarization proceeding proceedings radiometric recognition recovery references reflectance reflection reflections representing research richard rubin sato scene schaefer schulte segmentation separate separation sequences setting shafer shum society solving space spectra specular specularity standard surface temporal tominaga tong trans tsotsos using views vision volume wandell with wolff zmura