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| tracking end-effectors for marker-less 3d human motion estimation in multi-view image sequences | |
| Wang Wenzhong; Wang Zhaoqi; Deng Xiaoming; Luo Bin | |
| 2013 | |
| Conference Name | 15th International Conference on Human-Computer Interaction, HCI International 2013 |
| Source | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Pages | 227-235 |
| Conference Date | July 21, 2013 - July 26, 2013 |
| Conference Place | Las Vegas, NV, United states |
| Indexed Type | EI |
| ISSN | 0302-9743 |
| ISBN | 9783642393419 |
| Department | (1) Computer Science Department Anhui University China; (2) Institute of Computing Technology Chinese Academy of Sciences China; (3) Institute of Software Chinese Academy of Sciences China |
| English Abstract | We propose to track the end-effectors of human body, and use them as kinematic constraints for reliable marker-less 3D human motion tracking. In the presented approach, we track the end-effectors using particle filtering. The tracked results are then combined with image features for 3D full pose tracking. Experimental results verified that the inclusion of end-effectors' constraints improves the tracking performances. © 2013 Springer-Verlag.; We propose to track the end-effectors of human body, and use them as kinematic constraints for reliable marker-less 3D human motion tracking. In the presented approach, we track the end-effectors using particle filtering. The tracked results are then combined with image features for 3D full pose tracking. Experimental results verified that the inclusion of end-effectors' constraints improves the tracking performances. © 2013 Springer-Verlag. |
| Keyword | Human Computer Interaction Monte Carlo Methods Signal Filtering And Prediction Target Tracking |
| Language | 英语 |
| Content Type | 会议论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/15971 |
| Collection | 中国科学院软件研究所 |
| Recommended Citation GB/T 7714 | Wang Wenzhong,Wang Zhaoqi,Deng Xiaoming,et al. tracking end-effectors for marker-less 3d human motion estimation in multi-view image sequences[C],2013:227-235. |
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