144
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
This paper presents a novel approach to pedestrian classification which involves utilizing the synthesized virtual samples of a learned generative model to enhance the classificat...
114
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
This paper addresses the limitation of current multilinear techniques (multilinear PCA, multilinear ICA) when applied to face recognition for handling faces in unseen illumination...
CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
129
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
An important problem in image labeling concerns learning with images labeled at varying levels of specificity. We propose an approach that can incorporate images with labels drawn...
94
Voted
CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
This paper presents a new approach to discriminative modeling for classi cation and labeling. Our method, called Boosting on Multilevel Aggregates (BMA), adds a new class of hiera...