DocumentCode :
461642
Title :
Human Body Motion Capture via 3D Graph-cuts
Author :
Wan, Chengkai ; Yuan, Baozong ; Sun, Yunda ; Miao, Zhenjiang
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ.
Volume :
2
fYear :
2006
fDate :
16-20 Nov. 2006
Abstract :
In this paper, we propose a new algorithm for markerless vision-based human body motion capture. In our method, motion capture or pose estimation is considered as an energy minimization problem, and the energy function construction is converted to a 3D graph construction. During this procedure, a human model with a certain pose will be taken into account. At last Powell algorithm will be used to optimize the result of the energy function
Keywords :
computer graphics; computer vision; image motion analysis; 3D graph-cuts; energy function construction; human body motion; markerless vision; Biological system modeling; Cameras; Computer vision; Energy capture; Equations; Humans; Image segmentation; Kinematics; Minimization methods; Motion estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
Type :
conf
DOI :
10.1109/ICOSP.2006.345659
Filename :
4129140
Link To Document :
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