• DocumentCode
    1949287
  • Title

    Palmprint Verification Based on Robust Orientation Code

  • Author

    Jia, Wei ; Huang, De-Shuang

  • Author_Institution
    Chinese Acad. of Sci., Hefei
  • fYear
    2007
  • fDate
    12-17 Aug. 2007
  • Firstpage
    2510
  • Lastpage
    2514
  • Abstract
    In palmprint recognition field, orientation based approaches are thought to achieve the best results in terms of recognition rates. In this paper, we propose a novel orientation based scheme, in which three strategies, the modified finite Radon transform, enlarged training set and pixel to area matching, have been designed to further improve its performance. The experimental results of verification conducted on Hong Kong Polytechnic University Palmprint Database show that our approach has higher recognition rates and faster processing speed.
  • Keywords
    biometrics (access control); image matching; random processes; Hong Kong Polytechnic University Palmprint Database; area matching; finite radon transform; palmprint recognition; palmprint verification; recognition rates; robust orientation code; Algorithm design and analysis; Authentication; Databases; Fault tolerance; Feature extraction; Lighting; Machine intelligence; Neural networks; Robustness; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2007. IJCNN 2007. International Joint Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1098-7576
  • Print_ISBN
    978-1-4244-1379-9
  • Electronic_ISBN
    1098-7576
  • Type

    conf

  • DOI
    10.1109/IJCNN.2007.4371353
  • Filename
    4371353