| 基于肤色相似度和AdaBoost算法的人脸跟踪 |
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| 引用本文： | 曾宪贵,刘磊安,左文明.基于肤色相似度和AdaBoost算法的人脸跟踪[J].仲恺农业技术学院学报,2011,24(1):36-38. |
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| 作者姓名： | 曾宪贵 刘磊安 左文明 |
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| 作者单位： | 1. 仲恺农业工程学院,计算机科学与工程学院,广东,广州,510225
2. 华南理工大学,经济与贸易学院,广东,广州,510006 |
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| 基金项目： | 仲恺农业工程学院引进优秀人才科研启动基金，广州航海高等专科学校自然科学研究基金 |
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| 摘 要： | 根据肤色相似度判断是否肤色点后仅对肤色点进行AdaBoost算法的人脸跟踪进行了试验,同时改进了肤色相似度的计算速度.结果表明,该方法人脸检测速度快,识别率高.
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| 关 键 词： | AdaBoost算法 人脸检测 人脸跟踪 |
Human face tracking based on skin color probability and AdaBoost algorithm |
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| ZENG Xian-gui,LIU Lei-an,ZUO Wen-ming.Human face tracking based on skin color probability and AdaBoost algorithm[J].Journal of Zhongkai Agrotechnical College,2011,24(1):36-38. |
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| Authors: | ZENG Xian-gui LIU Lei-an ZUO Wen-ming |
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| Institution: | ZENG Xian-gui1,LIU Lei-an1,ZUO Wen-ming2(1.College of Computer Science and Engineering,Zhongkai University of Agriculture and Engineering,Guangzhou 510225,China,2.School of Economics and Commerce,South China University of Technology,Guangzhou 510006,China) |
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| Abstract: | An experiment of human face tracking was carried out,using the strategy that whether a spot was a skin spot or not was judged by applying AdaBoost algorithm to the presumed skin spots.A faster calculating formula of skin color probability was also provided.The result indicated that the new method was fast and the recognition rate was high. |
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| Keywords: | AdaBoost algorithm human face detection human face tracking |
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