Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers
The 54th Annual Conference of the Institute of Systems, Control and Information Engineers
Session ID : F252
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Host: Institute of Systems, Control and Information Engineers

Human Motion Analysis with Singular Value Decomposition and Recognition of Human Behavior
*Hiroaki Nakanishi, Sayaka Kanata, Ken'ichi Mishima, Tetsuo Sawaragi, Yukio Horiguchi
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Keywords: Human motion analysis, Recognition of human behavior, Singular value decomposition, Motion primitives, Semiosis
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Abstract
In this paper, we focus on the individual properties of the behavior or their changes caused by external factors, and a method to analyze human motion data with singular value decomposition is proposed. A method to analyze extracted motion primitives is also shown to clarify their roles in behavior recognition. The proposed method was applied to lifting, throwing and so on, to demonstrate the effectiveness.
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© 2010 The Institute of Systems, Control and Information Engineers
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