Chinese Journal of Liquid Crystals and Displays, Volume. 35, Issue 2, 161(2020)

Face recognition based on superposed collaborative representation based classification

LIN Guo-jun1、*, JIANG Xing-guo1, YANG Ming-zhong2, LI Zhao-fei1, and XIE Mei3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(13)

    [1] [1] ZHU N B, LI S T. A kernel-based sparse representation method for face recognition [J]. Neural Computing and Applications, 2014, 24(3/4): 845-852.

    [2] [2] Li H J, SUEN C Y. Robust face recognition based on dynamic rank representation [J]. Pattern Recognition, 2016, 60: 13-24.

    [6] [6] WRIGHT J, YANG A Y, GANESH A, et al. Robust face recognition via sparse representation [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, 31(2): 210-227.

    [7] [7] DENG W H, HU J N, GUO J. In defense of sparsity based face recognition [C]//Proceedings of 2013 IEEE Conference on Computer Vision and Pattern Recognition. Portland, USA: IEEE, 2013: 399-406.

    [8] [8] DENG W H, HU J N, GUO J. Face recognition via collaborative representation: its discriminant nature and superposed representation [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 40(10): 2513-2521.

    [9] [9] ZHANG L, YANG M, FENG X C. Sparse representation or collaborative representation: which helps face recognition? [C]//Proceedings of 2011 International Conference on Computer Vision. Barcelona, Spain: IEEE, 2011: 471-478.

    [10] [10] YANG M, ZHANG L, YANG J, et al. Robust sparse coding for face recognition [C]//Proceedings of CVPR 2011. Colorado, USA: IEEE, 2011: 625-632.

    [11] [11] YANG M, ZHANG L, YANG J, et al. Regularized robust coding for face recognition [J]. IEEE Transactions on Image Processing, 2013, 22(5): 1753-1766.

    [12] [12] LIN G J, XIE M. Face recognition algorithm of robust collaborative representation [J]. Application Research of Computers, 2014, 31(8): 2520-2522, 2531. (in Chinese)

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    LIN Guo-jun, JIANG Xing-guo, YANG Ming-zhong, LI Zhao-fei, XIE Mei. Face recognition based on superposed collaborative representation based classification[J]. Chinese Journal of Liquid Crystals and Displays, 2020, 35(2): 161

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    Paper Information

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    Received: Jun. 21, 2019

    Accepted: --

    Published Online: Mar. 26, 2020

    The Author Email: LIN Guo-jun (386988463@qq.com)

    DOI:10.3788/yjyxs20203502.0161

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