• DocumentCode
    2703938
  • Title

    A Robust Algorithm for Iris Localization Based on Radial Symmetry

  • Author

    Zhang, Wencong ; Li, Bin ; Ye, Xueyi ; Zhuang, Zhenquan

  • Author_Institution
    Univ. of Sci. & Technol. of China, Hefei
  • fYear
    2007
  • fDate
    15-19 Dec. 2007
  • Firstpage
    324
  • Lastpage
    327
  • Abstract
    Previous algorithms have good localization performance for iris images captured in the ideal condition. However, in practice, the quality of iris image is greatly influenced by luminance, eyelashes, hair or glasses frame, which is easy to cause mis- localization. In order to improve the robustness of iris localization, this paper proposes a new localization algorithm based on the radial symmetry transform, in which the radial symmetry characteristic of the pupil is fully used to realize iris localization. Experimental results show that the proposed algorithm can efficiently avoid the interference of luminance and other bad conditions, and realize robust precise localization in a real-time system.
  • Keywords
    eye; face recognition; transforms; iris image localization algorithm; radial symmetry transform; Biometrics; Computational intelligence; Eyelashes; Feature extraction; Glass; Hair; Integral equations; Iris recognition; Real time systems; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Security Workshops, 2007. CISW 2007. International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-0-7695-3073-4
  • Type

    conf

  • DOI
    10.1109/CISW.2007.4425502
  • Filename
    4425502