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基于小波变换的人脸识别方法综述 被引量：6

A Survey on Wavelet Based Face Recognition
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摘要 结合近年来发表的文献和自己在该领域长期的研究,按照基于传统小波、Gabor小波、方向小波变换的划分,对小波变换在人脸识别中的应用做一详尽而深入的总结与展望。 The wavelet based face recognition methods are devided into three categories, i.e. traditional wavelet based, Gabor wavelets based, and directional wavelet based face recognition method, and a comprehensive survey on these methods by reading-through related literature and combining our own research results is given.
作者 彭义刚 谢旭东 徐文立 戴琼海
机构地区 清华大学自动化系宽带网数字媒体技术实验室
出处 《测控技术》 CSCD 北大核心 2009年第5期7-10,15,共5页 Measurement & Control Technology
基金 自然科学基金资助项目(60872085) 国家863计划资助项目(2009AA01Z327)
关键词 人脸识别 小波变换 GABOR小波 方向小波 face recognition wavelet transform Gabor wavelets directional wavelets
分类号 TP391 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献29

  • 1Zhao W, Chellappa R, Philips P J and Rosenfeld A. Face recognition: a literature survey [ J ]. ACM comput. Surv. , 2003,3(4) :399 -458.
  • 2Mallat S. A wavelet tour of signal processing[ M ]. Academic Press, San Diego, 1998.
  • 3Chien J T and Wu C C. Discriminant waveleffaces and nearest feature classifiers for face recognition [ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2002, 24(12):1 644-1 649.
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二级参考文献15

  • 1万峰,杜明辉.人脸识别中一种新的Gabor特征提取方法[J].华南理工大学学报（自然科学版）,2004,32(8):5-8. 被引量：10
  • 2Zhao W,Chellappa R,Rosenfeld A,et al.Face recognition:a literature survey[R].College Park:Center for Automation Research University of Maryland,2000.
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  • 7He X,Niyogi P.Locality preserving projections[R].Chicago:Computer Science Department,University of Chicago,2002.
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  • 10Samaria F,Harter A.Parameterization of a stochastic model for human face identification[C]//Proceedings of the 2nd IEEE Workshop on Applications of Computer Vision.Sarasota:IEEE,1994:138-142.

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引证文献6

二级引证文献4

测控技术
2009年 第5期

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