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Title:
tracking end-effectors for marker-less 3d human motion estimation in multi-view image sequences
Author: Wang Wenzhong ; Wang Zhaoqi ; Deng Xiaoming ; Luo Bin
Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Conference Name: 15th International Conference on Human-Computer Interaction, HCI International 2013
Conference Date: July 21, 2013 - July 26, 2013
Issued Date: 2013
Conference Place: Las Vegas, NV, United states
Keyword: Human computer interaction ; Monte Carlo methods ; Signal filtering and prediction ; Target tracking
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
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.
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.
Language: 英语
Content Type: 会议论文
URI: http://ir.iscas.ac.cn/handle/311060/15971
Appears in Collections:软件所图书馆_会议论文

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Recommended Citation:
Wang Wenzhong,Wang Zhaoqi,Deng Xiaoming,et al. tracking end-effectors for marker-less 3d human motion estimation in multi-view image sequences[C]. 见:15th International Conference on Human-Computer Interaction, HCI International 2013. Las Vegas, NV, United states. July 21, 2013 - July 26, 2013.
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