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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Detalles Bibliográficos
Main Authors: Ladický, L, Zisserman, A, Torr, PHS
Formato: Conference item
Idioma:English
Publicado: British Machine Vision Association and Society for Pattern Recognition 2012