• DocumentCode
    2538427
  • Title

    Palmprint Recognition Using Band-Limited Minimum Average Correlation Energy Filter

  • Author

    Jia, Wei ; Hu, Rong-Xiang ; Zhao, Yang ; Gui, Jie ; Zhu, Yi-Hai

  • Author_Institution
    Hefei Inst. of Intell. Machines, Hefei, China
  • fYear
    2011
  • fDate
    17-18 Nov. 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we propose Band-Limited minimum average correlation energy filter and unconstrained minimum average correlation energy filter for palmprint recognition, in which the high frequency components are removed and only the inherent frequency band is adopted for filter design. The results of experiments conducted on Hong Kong Polytechnic University Palmprint Database show that the proposed filters can significantly improve accurate recognition rates and reduce equal error rates. Meanwhile, they also have faster matching speed and need less feature storage.
  • Keywords
    filtering theory; palmprint recognition; Hong Kong Polytechnic University Palmprint Database; MACE filter; UMACE filter; band-limited minimum average correlation energy filter; equal error rate reduction; palmprint recognition; recognition rate accuracy; unconstrained minimum average correlation energy filter; Correlation; Databases; Discrete Fourier transforms; Matched filters; Pattern recognition; Training; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hand-Based Biometrics (ICHB), 2011 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4577-0491-8
  • Electronic_ISBN
    978-1-4577-0489-5
  • Type

    conf

  • DOI
    10.1109/ICHB.2011.6094302
  • Filename
    6094302