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3DPVT
2006
IEEE

Constraint Integration for Multiview Pose Estimation of Humans with Self-Occlusions

8 years 11 months ago
Constraint Integration for Multiview Pose Estimation of Humans with Self-Occlusions
Detection of articulated objects such as humans is an important task in computer vision. We present a system that incorporates a variety of constraints in a unified multiview framework to automatically detect humans in possibly crowded scenes. These constraints include the kinematic constraints, the occlusion of one part by another and the high correlation between the appearance of parts such as the two arms. The graphical structure (non-tree) obtained is optimized in a nonparametric belief propagation framework using prior based search.
Abhinav Gupta, Anurag Mittal, Larry S. Davis
Added 10 Jun 2010
Updated 10 Jun 2010
Type Conference
Year 2006
Where 3DPVT
Authors Abhinav Gupta, Anurag Mittal, Larry S. Davis
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