Publication IEICE TRANSACTIONS on Information and SystemsVol.E89-DNo.1pp.281-289 Publication Date: 2006/01/01 Online ISSN: 1745-1361 DOI: 10.1093/ietisy/e89-d.1.281 Print ISSN: 0916-8532 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: motion recognition, high-speed recognition, motion history images, eigenspace,
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Summary: This paper proposes an efficient technique for human motion recognition based on motion history images and an eigenspace technique. In recent years, human motion recognition has become one of the most popular research fields. It is expected to be applied in a security system, man-machine communication, and so on. In the proposed technique, we use two feature images and the eigenspace technique to realize high-speed recognition. An experiment was performed on recognizing six human motions and the results showed satisfactory performance of the technique.