| 基于统计特征和小波分解方法的人脸识别研究 |
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| 引用本文： | 刘志镜,刘利,王栋,薛鸿民.基于统计特征和小波分解方法的人脸识别研究[J].计算机工程与应用,2003,39(6):88-91. |
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| 作者姓名： | 刘志镜 刘利 王栋 薛鸿民 |
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| 作者单位： | 西安电子科技大学计算机信息应用研究中心,西安,710071 |
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| 摘 要： | 计算机的自动人脸识别是当今研究的热点和难点,并且在安全系统和商贸系统等领域有着广泛的应用。论文介绍了用于人脸识别的基于统计特征的方法和基于小波分解的方法,并对每种识别方法进行分析与比较,总结了影响人脸识别技术应用的关键因素。
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| 关 键 词： | 人脸识别 特征脸 Fisher脸 小波分解 |
| 文章编号： | 1002-8331-(2003)06-0088-04 |
| 修稿时间： | 2002年3月1日 |
The Research of Statistical Feature-based Method and Wave Decomposition-based Method to Face Recognition |
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| Liu Zhijing Liu Li,Wang Dong Xue Hongmin.The Research of Statistical Feature-based Method and Wave Decomposition-based Method to Face Recognition[J].Computer Engineering and Applications,2003,39(6):88-91. |
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| Authors: | Liu Zhijing Liu Li Wang Dong Xue Hongmin |
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| Abstract: | Automatic face recognition from images has generated much research interest nowadays.It has broad applica-tions in security system and commerce system.Statistical feature-based method and wave decomposition-based method to face recognition are described in this paper.The analyses for each method as well as the comparison with the others are given too.And the paper makes a summarization of the key factors which affect the application of face recognition. |
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| Keywords: | Face recognition Eigenface Fisherface Wavelet decomposition |
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