Acta Optica Sinica, Volume. 29, Issue 3, 643(2009)

Palmprint Recognition Based on Non-Negative Matrix Factorization and General Discriminant Analysis

Guo Jinyu1,2、* and Yuan Weiqi1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(14)

    [1] [1] Lu Guangming, Zhang David, Wang Kuanquan. Palmprint recognition using eigenpalms features [J]. Pattern Recognition Letters,2003,24(9/10): 1463~1467

    [2] [2] Draper Bruce A,Baek Kyungim,Bartlett Marian Stewart,et al.. Recognizing faces with PCA and ICA[J]. Computer Vision and Image Understanding,2003,91(1/2): 115~137

    [3] [3] Bartlett Marian Stewart,Movellan Javier R,Sejnowski Terrence J. Face recognition by independent component analysis[J]. IEEE Transaction on Networks,2002,13(6):1450~1464

    [4] [4] Wu Xiangqian,Zhang David,Wang Kuanquan. Fisherpalms based palmprint recognition[J]. Pattern Recognition Letters, 2003, 24(15): 2829~2838

    [5] [5] Weixiang Liu, Nanning Zheng. Non-negative matrix factorization based on methods for object recognition[J]. Pattern Recognition Letters, 2004, 25(8): 893~897

    [6] [6] Chih-Jen Lin. Projected gradient methods for non-negative matrix factorization[J]. Neural Compuiation, 2007, 19(10: 2756~2779

    [7] [7] Linlin Shen, Li Bai, Michael Fairhurst. Gabor wavelets and general discriminant analysis for face identification and verification[J]. Image and Vision Computing, 2007, 25(5): 553~563

    [8] [8] Ayegül Güven, Kemal Polat, Sadik Kara et al.. The effect of generalized discriminate analysis (GDA) to the classification of optic nerve disease from VEP signals[J]. Computers in Biology and Medicine, 2008,38(1): 62~68

    [9] [9] PolyU Palmprint Database. http:∥www4.comp.polyu.edu.hk/~biometrics/

    [10] [10] Lin Chih-Lung, Chuang Thomas C, Fan Kuo-Chin. Palmprint verification using hierarchical decomposition[J]. Pattern Recognition, 2005, 38(4): 2639~2652

    [13] [13] Wu Xiangqian, David Zhang, Wang Kuanquan. Palmprint Authentication[M]. Beijing: Science Press, 2006. 9~10

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    Guo Jinyu, Yuan Weiqi. Palmprint Recognition Based on Non-Negative Matrix Factorization and General Discriminant Analysis[J]. Acta Optica Sinica, 2009, 29(3): 643

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    Paper Information

    Category: Image Processing

    Received: May. 4, 2008

    Accepted: --

    Published Online: Mar. 17, 2009

    The Author Email: Jinyu Guo (shandong401@sina.com)

    DOI:

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