High-Speed Human Motion Recognition Based on a Motion History Image and an Eigenspace
High-Speed Human Motion Recognition Based on a Motion History Image and an Eigenspace
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DOI：
10.1093/ietisy/e89-d.1.281
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发表时间：
2006
期刊：
影响因子：
--
通讯作者：
T. Ogata;J. Tan;S. Ishikawa
中科院分区：
文献类型：
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作者：
T. Ogata;J. Tan;S. Ishikawa
本文提出了一种基于运动历史图像和特征空间技术的有效人体运动识别技术。近年来，人体动作识别已成为最热门的研究领域之一。有望应用于安防系统、人机通信等领域。在所提出的技术中，我们使用两个特征图像和特征空间技术来实现高速识别。进行了识别六种人体动作的实验，结果显示该技术的性能令人满意。
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.