A Method of Palmprint Recognition Integrated by 2D-PCA and Sparse Representation

WANG Lei; JIN Wei; LIU Zhen; HE Yan; LI Gang

doi:10.3969/j.issn.1003-501x.2012.10.010

[1] LU G, ZHANG D, WANG K．Palmprint recognition using eigenpalms features [J]. Pattern Recognition Letters(S0167-8655), 2003, 24(9/10): 1463-1467.

[2] WU X, WANG K, ZHANG D. Wavelet based palmprint recognition[C]//1st International Conference on Machine Learning Cybernetics, Beijing, China, November 4-5, 2002. Beijing, China: Proceedings, 2002, 3: 1253-1257.

[3] HAN C, CHEN H, LIN C, et a1. Personal authentication Using palmprint features [J]. Pattern Recognition(S0031-3203), 2003, 36(2): 371-381.

[9] Wagner A, Wright J, Ganesh A, et al. Towards a practical face recognition system: robust registration and illumination by sparse representation[C]//Computer Vision and Pattern Recognition, Univ. of Illinois at Urbanna-Champaign, Urnana, IL, USA, June 20-25, 2009. Piscataway: 2009: 597-604.

[10] ZHANG Lei, YANG Meng, FENG Xiang-chu. Sparse Representation or Collaborative Representation: Which Helps FaceRecognition [EB/OL]. http: // www4. comp.polyu. edu. hk/~cslzhang/.

[11] WU X, WANG K, ZHANG D. Wavelet energy feature extraction and matching for palmprint recognition [J]. Journal of Computer Science and Technology(S1000-9000), 2005, 20(5): 411-418.

[12] YANG J, ZHANG Y. Alternating direction algorithms for l1-problems in compressive sensing [J]. SIAM Journal on Scientific Computing(S1064-8275), 2011, 33(1): 250-278.

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