Latent SVMs for human detection with a locally affine deformation field

Methods for human detection and localization typically use histograms of gradients (HOG) and work well for aligned data with low variance. For methods based on HOG despite the fact the higher resolution templates capture more details, their use does not lead to a better performance, because even a s...

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Bibliographic Details
Main Authors: Ladický, L, Zisserman, A, Torr, PHS
Format: Conference item
Language:English
Published: British Machine Vision Association and Society for Pattern Recognition 2012