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Poselets: Body Part Detectors trained Using 3D Human Pose Annotations Lubomir Bourdev & Jitendra...
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Transcript of Poselets: Body Part Detectors trained Using 3D Human Pose Annotations Lubomir Bourdev & Jitendra...
Poselets: Body Part Detectors trained Using 3D Human Pose Annotations
Lubomir Bourdev & Jitendra Malik
ICCV 2009
Computer Vision GroupUC Berkeley
Object detection by multi-scale scanning
Ask this question repeatedly, varying position, scale, category…
Paradigm introduced by Rowley, Baluja & Kanade 96 for face detection.Viola & Jones 01, Dalal & Triggs 05, Felzenszwalb, McAllester, Ramanan 08
Computer Vision GroupUC Berkeley
Object detection by multi-scale scanning
Ask this question repeatedly, varying position, scale, category…
Paradigm introduced by Rowley, Baluja & Kanade 96 for face detectionViola & Jones 01, Dalal & Triggs 05, Felzenszwalb, McAllester, Ramanan 08
PASCAL VOC 2009 Detection
AP=0.16
Challenges
• Sub-categories
• Aspects
• Occlusion
Addressed by Poselets (Bourdev & Malik, ‘09)
PASCAL VOC 2009 Average Precision 0.432 (the best)
Segmentation Results on PASCAL VOC 2009
(w/ Subhransu Maji)