期刊文献+

基于模糊C-均值聚类的小波分析人脸识别

Wavelet analysis for face recognition based on fuzzy C-means
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摘要 提出了一种基于改进的模糊C-均值聚类分类器的不完全小波分析人脸识别方法。实验证明,该文提出的方法能够提高人脸识别率,降低了运行时间。 Ensemble incomplete wavelet analysis method for face recognition is proposed based on fuzzy C-Means in this paper .The method proposed shows that it improves the recognition rate and reduces the running time .
作者 李小飞
出处 《工业仪表与自动化装置》 2014年第3期113-116,共4页 Industrial Instrumentation & Automation
基金 湖北省教育科学"十二五"规划课题资助(2013B308) 长江大学工程技术学院科研发展基金资助(13J308)
关键词 模糊C-均值 人脸识别 小波分析 二维主成分分析 二维线性判别分析 fuzzy C-means face recognition wavelet analysis 2DPCA 2DLDA
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参考文献17

  • 1边肇模,张学工.模式识别[M].2版.北京:清华大学出版社,2003.
  • 2贾淑华,李星野,姜兴乾.基于小波分解和分类的人脸识别[J].计算机测量与控制,2009,17(1):167-169. 被引量:7
  • 3章毓晋.图像工程(中册)[M].3版.北京:清华大学出版社,2012.
  • 4TURK M, PENTLAND A. Eigen -faces for recognition [J]. Journal of cognitive neuroscience, 1991, 3 ( 1 ) : 71 - 86.
  • 5BELHUMEUR P N, HESPANHA J P, KRIEGMAN D J. Eigenfaces vs. Fisherfaces: recognition using class spe- cific linear projection [ J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19 ( 7 ) : 711 -720.
  • 6严严,章毓晋.基于视频的人脸识别研究进展[J].计算机学报,2009,32(5):878-886. 被引量:84
  • 7YAN Y, Zhang Y J. A novel Class - dependence feature analysis method for face recognition [J]. pattern recogni- tion letters,2008,29 (14) : 1907 -1914.
  • 8YANG J, HANG D. Two -dimensional PCA: A new ap- proach to appearance - based face representation and rec- ognition [ J ]. IEEE Transactions Pattern Analysis and Ma- chine Intelligence, 2004, 26( 1 ) :131 - 157.
  • 9LI M, YUAN B. 2D -LDA: A novel statistical linear discriminant analysis for image matrix [ J ]. Pattern Rec- ognition Letter, 2005, 26 (5) :527 - 532.
  • 10翟俊海,翟梦尧,张素芳,王熙照.基于小波子空间集成的人脸识别[J].山东大学学报(工学版),2012,42(2):1-6. 被引量:4

二级参考文献99

  • 1朱春明.基于小波分析和RBF神经网络的电梯乘客识别系统[J].计算机测量与控制,2006,14(7):915-917. 被引量:3
  • 2边肇模,张学工,等.模式识别.第二版[M].北京清华大学出版社,2003.
  • 3CHELLAPA R , Wilson C L, et al . Human and machine recognition of faces: A survey [J]. proceedings of the IEEE, 1995, 83 (5): 705--740.
  • 4Galton S F . Personal identification and description[J]. Nature, 1888, 21: 173--177.
  • 5Takatsugu H , Yoshio I , Masahiko Y . Parallelization between face localization And person identification [A]. Proc of Sixth IEEE International Conference on Automatic Face and Gesture Recognition [C]. 2004. 183--188.
  • 6Lihong Zhao, Yu Cai , Xinhe Xu. Face Recognition Based on Correlation of Wavelet Transform Images [J]. Proceedings of the 6th World Congress on Intelligent Control and Automation, 2006, (6):21--23.
  • 7Kruger S. and Calway A.. Image Registration using Multiresolution Frequency Domain Correlation. In Proceedings of the British Machine Vision Conference [C]. pages 316--325, 1998.
  • 8Lee K C, Ho J. , Yang M H and Kriegman D.. Visual Tracking and Recognition using Probabilistic Appearance Manifolds [M]. Computer Vision and Image Understanding, 99 ( 3): 303 -- 331, 2005.
  • 9Jian Huang Lai, Pong C. Yuen, Guo Can Feng. Face recognition using holistic Fourier invariant features [J]. Pattern Recognition. 2001. 34 (1). pp. 95--109.
  • 10Chowdhury A, Chellappa R. Face reconstruction from monocular video using uncertainty analysis and a generic model.Computer Vision and Image Understanding, 2003, 91 (1) : 188-213

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