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2009 Fifth International Conference on Image and Graphics
Markless Human Motion Capture by Voxel Labeling
Xi'an, Shanxi, China
September 20-September 23
ISBN: 978-0-7695-3883-9
We address the issue of markless human motion capture by voxel labeling. We explore the problem of pose estimation from voxel cloud based on a predefined human model. First, voxels are labeled into different individual parts of the body. Then, the joints are extracted from labeled voxels. Finally, the joint angles are estimated from the joints. Tested on the voxel data in our experiments, our algorithm is insensitive to noise and achieve fine accuracy in pose estimation.
Citation:
Junchi Yan, Jian Liu, Yuncai Liu, "Markless Human Motion Capture by Voxel Labeling," icig, pp.441-446, 2009 Fifth International Conference on Image and Graphics, 2009
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