A Palmprint Recognition Based on Collaborative Representation

被引：2
|
作者：
Guo Xiu-mei [1 ,2 ]
Wan Lin-mei [3 ]
Wang Cheng-yi [1 ]
机构：
[1] Shandong Agr Univ, Sch Informat Sci & Engn, Tai An, Shandong, Peoples R China
[2] Shandong Univ, Sch Informat Sci & Engn, Jinan, Peoples R China
[3] High Tech Sch Taian, Tai An, Shandong, Peoples R China
来源：
FRONTIERS OF MECHANICAL ENGINEERING AND MATERIALS ENGINEERING II, PTS 1 AND 2 | 2014年 / 457-458卷
关键词：
palmprint recognition; collaborative representation; sparse representation; regularized least square; SPARSE REPRESENTATION; VERIFICATION;
D O I：
10.4028/www.scientific.net/AMM.457-458.1317
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
As a recently proposed technique, sparse representation (SR) has been widely used for pattern recognition. Sparse representation emphasizes the coefficient sparsity and ignores the importance of the collaboration between classes. In this paper, collaborative representation is introduced for palmprint recognition, and the inter-class collaboration is employed to estimate the representation coefficient with regularized least square method. The algorithm based on collaborative representation was evaluated on the Hong Kong PolyU (v2) palmprint database and ideal recognition performance was achieved.
引用
收藏
页码：1317 / 1322
页数：6
相关论文
共 50 条
  • [41] Joint deep convolutional feature representation for hyperspectral palmprint recognition
    Zhao, Shuping
    Zhang, Bob
    Chen, C. L. Philip
    INFORMATION SCIENCES, 2019, 489 : 167 - 181
  • [42] Discriminative Multiview Learning for Robust Palmprint Feature Representation and Recognition
    Li, Shuyi
    Zhou, Jianhang
    Zhang, Bob
    Wu, Lifang
    Jian, Meng
    IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE, 2024, 6 (03): : 304 - 313
  • [43] A Palmprint Recognition Algorithm Based on GIDBC
    Jia, Mengqi
    Wei, Weibo
    Hong, Danfeng
    Wang, Gang
    BIOMETRIC RECOGNITION, CCBR 2015, 2015, 9428 : 258 - 265
  • [44] Palmprint recognition based on Fourier transform
    Li, Wen-Xin
    Zhang, David
    Xu, Zhuo-Qun
    Ruan Jian Xue Bao/Journal of Software, 2002, 13 (05): : 879 - 886
  • [45] PALMPRINT RECOGNITION BASED ON REGIONS SELECTION
    Ben Jemaa, Salma
    Hammami, Mohamed
    VISAPP 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, 2011, : 320 - 325
  • [46] Mobile Based Palmprint Recognition System
    Fang, Li
    Neera
    2015 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS ICCAR 2015, 2015, : 233 - 237
  • [47] A Palmprint based Recognition System for Smartphone
    Tiwari, Kamlesh
    Hwang, C. Jinshong
    Gupta, Phalguni
    PROCEEDINGS OF 2016 FUTURE TECHNOLOGIES CONFERENCE (FTC), 2016, : 577 - 586
  • [48] Palmprint recognition based on ultrasound imaging
    Iula, Antonio
    Micucci, Monica
    2019 42ND INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2019, : 621 - 624
  • [49] Image Set-Based Collaborative Representation for Face Recognition
    Zhu, Pengfei
    Zuo, Wangmeng
    Zhang, Lei
    Shiu, Simon Chi-Keung
    Zhang, David
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2014, 9 (07) : 1120 - 1132
  • [50] Appearance-based bidirectional representation for palmprint recognition (vol 74, pg 10989, 2015)
    Cui, Jinrong
    Wen, Jiajun
    Fan, Zizhu
    MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 74 (24) : 11003 - 11005
12345