| 基于运动矢量分析的动作识别技术 |
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| 引用本文： | 梁家海,黄雪燕.基于运动矢量分析的动作识别技术[J].广西科学院学报,2008,24(3):256-259. |
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| 作者姓名： | 梁家海 黄雪燕 |
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| 作者单位： | 钦州学院数学与计算机科学系,广西钦州,535000 |
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| 摘 要： | 改进人体行为识别传统模板匹配方法的算法,提出一种基于运动矢量分析动作识别技术,并对其识别效果进行实验验证.该技术把标准人体动作的百分比运动矢量作为模板,将待识别动作的百分比运动矢量与已知的模板进行对比,从而得到动作识别结果.该技术可以正确识别摆头、点头和摇头动作,动作重复3次的识别率可以达到95%以上.该技术进行实时动作识别具有效果好、算法简单、识别速度快、抗干扰性强等优点.
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| 关 键 词： | 动作 识别 矢量 分析 |
| 收稿时间： | 2008/3/19 0:00:00 |
| 修稿时间： | 2008/6/12 0:00:00 |
The Action Recognition Technology Based on Motion Vector Analysis |
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| LIANG Jia-hai and HUANG Xue-yan.The Action Recognition Technology Based on Motion Vector Analysis[J].Journal of Guangxi Academy of Sciences,2008,24(3):256-259. |
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| Authors: | LIANG Jia-hai and HUANG Xue-yan |
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| Institution: | LIANG Jia-hai,HUANG Xue-yan(Department of Mathematics , Computer Science,Qinzhou University,Qinzhou,Guangxi,535000,China) |
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| Abstract: | A technology of the motion-recognition based on motion vector analysis was proposed by improving the algorithms of human behavior recognition of traditional methods of template matching.The recognition effect of this technology was verified by experiments.The technology uses the percentage of vector of standards body motion as a template.Recognition action will be to identify by comparing the percentage of vector and the known template.The technology can correctly recognize shaking head,shaking head and nod... |
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| Keywords: | action recognition vector analysis |
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