• DocumentCode
    2538413
  • Title

    Palmprint Identification Using LBP and Different Representations

  • Author

    Zhao, Yang ; Jia, Wei ; Hu, RongXiang ; Gui, Jie

  • Author_Institution
    Intell. Comput. Lab., Hefei Inst. of Intell. Machines, Hefei, China
  • fYear
    2011
  • fDate
    17-18 Nov. 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper, a new Local Binary Pattern (LBP) and Local Ternary Pattern (LBP) based palmprint identification method is proposed. In our method, LBP or LTP descriptor is applied to the energy or direction representations of palmprint extracted by the modified finite radon transformation (MFRAT). Experimental results obtained from the Hong Kong Polytechnic University (PolyU) Palmprint Database demonstrate that the proposed method has higher identification rates than other LBP based methods.
  • Keywords
    feature extraction; palmprint recognition; LBP; direction representations; local binary pattern; local ternary pattern; modified finite radon transformation; palmprint identification; Databases; Face; Face recognition; Feature extraction; Histograms; Wavelet transforms;
  • 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.2011.6094301
  • Filename
    6094301