Fast Tracking 3D Arm Motion with Joint-Chain Motion Model
X.S. Yu1, W Zhao, J.F. Liu, X.L. Tang, J.H. Huang
1P.O. Box 352, Harbin Institute of Technology
Available Online December 2008.
- 10.2991/jcis.2008.51How to use a DOI?
- Particle Filter; 3D arm Motion; the Joint-Chain Motion Model; Subspace
Focusing on the problem of low computa-tion efficiency in the process of tracking human 3D motion, the fast tracking algo-rithm for 3D arm motion based on Joint-Chain Motion Model (JCMM) is pro-posed based on the Particle Filter. In our algorithm, via the Joint-Chain Motion Model (JCMM) is defined, the arm mo-tion state space can be discomposed into some low dimension subspaces, and the amount of particle in tracking can be re-duced. The result of experiment shows that our algorithm can advance the com-putational efficiency while guarantee pre-cision of tracking.
- © 2008, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - X.S. Yu AU - W Zhao AU - J.F. Liu AU - X.L. Tang AU - J.H. Huang PY - 2008/12 DA - 2008/12 TI - Fast Tracking 3D Arm Motion with Joint-Chain Motion Model BT - Proceedings of the 11th Joint Conference on Information Sciences (JCIS 2008) PB - Atlantis Press SP - 295 EP - 301 SN - 1951-6851 UR - https://doi.org/10.2991/jcis.2008.51 DO - 10.2991/jcis.2008.51 ID - Yu2008/12 ER -