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Fast Tracking 3D Arm Motion with Joint-Chain Motion Model
2008
Proceedings of the 11th Joint Conference on Information Sciences (JCIS)
unpublished
Preserved Fulltext
Focusing on the problem of low computation efficiency in the process of tracking human 3D motion, the fast tracking algorithm for 3D arm motion based on Joint-Chain Motion Model (JCMM) is proposed based on the Particle Filter. In our algorithm, via the Joint-Chain Motion Model (JCMM) is defined, the arm motion state space can be discomposed into some low dimension subspaces, and the amount of particle in tracking can be reduced. The result of experiment shows that our algorithm can advance the
doi:10.2991/jcis.2008.51
fatcat:5xthlhu6vfenfetx2zoht7cacq