193
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CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
Object detectors are typically trained on a large set of still images annotated by bounding-boxes. This paper introduces an approach for learning object detectors from realworld w...
177
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CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
It has recently been shown that only a small number of samples from a low-rank matrix are necessary to reconstruct the entire matrix. We bring this to bear on computer vision prob...
198
click to vote
CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
Stereopsis provides an additional depth cue and plays an important role in the human vision system. This paper explores stereopsis for saliency analysis and presents two approache...
215
click to vote
CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
The ability to normalize pose based on super-category landmarks can significantly improve models of individual categories when training data are limited. Previous methods have co...
161
click to vote
CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
We introduce global regularities in the 2.5D building modeling problem, to reflect the orientation and placement similarities between planar elements in building structures. Give...