I will present Tracking Loose Limbed People by Leonid Sigal, Sidharth Bhatia, Stefan Roth, Michael Black, and Michael Isard from CVPR'04, in which our heroes combine particle filtering with belief propagation and eigenspace part detection to detect and track a human.
Background papers:
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