A study on smoothing for particle-filtered 3D human body tracking

Stochastic models have become the dominant means of approaching the problem of articulated 3D human body tracking, where approximate inference is employed to tractably estimate the high-dimensional (~30D) posture space. Of these approximate inference techniques, particle filtering is the most common...

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Bibliographic Details
Main Authors: Peursum, Patrick, Venkatesh, Svetha, West, Geoffrey
Format: Journal Article
Published: Springer Netherlands 2009
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/48073