LOOPS: Shape-Based Object Localization for Descriptive Classification
Geremy Heitz1, Gal Elidan2, Benjamin Packer1, Daphne Koller1
1Stanford

University

2Hebrew

University

M56

In order to LOOPS outlines objects in images... answer descriptive questions...

1

2

3
1

To try to close this gap...

With the true outline, we could do this well LOOPS

Is the giraffe
UP

0.8

Competitors Using only image features, we can do this well

or DOWN ?

0.6 RANDOM 0.4
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# Training Instances (per class)