134 search results - page 5 / 27 » Stochastic Tracking of 3D Human Figures Using 2D Image Motio... |
161
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PAMI
2006
14 years 11 months ago
2006
The problem we consider in this paper is to take a single two-dimensional image containing a human figure, locate the joint positions, and use these to estimate the body configura...
122
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ICIP
2007
IEEE
16 years 1 months ago
2007
IEEE
This paper introduces a framework to track 3D human movement using Gaussian process dynamic model (GPDM) and particle filter. The framework combines the particle filter and discri...
100
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CRV
2008
IEEE
15 years 6 months ago
2008
IEEE
We propose a generative statistical approach to human motion modeling and tracking that utilizes probabilistic latent semantic (PLSA) models to describe the mapping of image featu...
103
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ICCV
2001
IEEE
16 years 1 months ago
2001
IEEE
We present a comprehensive treatment of 3D object tracking by posing it as a nonlinear state estimation problem. The measurements are derived using the outputs of shape-encoded fi...
122
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CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
Automatic recovery of 3D human pose from monocular image sequences is a challenging and important research topic with numerous applications. Although current methods are able to r...