Fast Tracking 3D Arm Motion with Joint-Chain Motion Model

DOI

10.2991/jcis.2008.51How to use a DOI?

Keywords

Particle Filter; 3D arm Motion; the Joint-Chain Motion Model; Subspace

Abstract

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.

Copyright

© 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/).

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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  -