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Poselets: Body Part Detectors trained Using 3D Human Pose Annotations. Lubomir Bourdev & Jitendra Malik ICCV 2009. Object detection by multi-scale scanning. Ask this question repeatedly, varying position, scale, category… Paradigm introduced by Rowley, Baluja & Kanade 96 for face detection.

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poselets body part detectors trained using 3d human pose annotations

Poselets: Body Part Detectors trained Using 3D Human Pose Annotations

Lubomir Bourdev & Jitendra Malik

ICCV 2009

object detection by multi scale scanning
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

object detection by multi scale scanning1
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

challenges
Challenges
  • Sub-categories
  • Aspects
  • Occlusion

Addressed by Poselets (Bourdev & Malik, ‘09)