• DocumentCode
    2582074
  • Title

    The algorithm of iris image preprocessing

  • Author

    Lili, Pan ; Mei, Xie

  • Author_Institution
    Univ. of Electron. Sci. & Technol. of China, Chengdu, China
  • fYear
    2005
  • fDate
    17-18 Oct. 2005
  • Firstpage
    134
  • Lastpage
    138
  • Abstract
    Iris image preprocessing, including iris localization and iris image quality evaluation, is the key step in iris recognition and has a close relationship to the accuracy of matching. So far, there are many iris localization algorithms having been proposed. In this paper, we propose a new iris localization algorithm, in which we adopt edge points detecting and curve fitting. After this, we set an integral iris image quality evaluation system that is necessary in the automatic iris recognition system. All the procedures of the algorithm are proved to be valid through our experiment on 2400 iris images from CASIA (The Institute of Automation, Chinese Academy of Sciences) database.
  • Keywords
    curve fitting; edge detection; eye; image matching; image texture; CASIA database; Chinese Academy of Science; Institute of Automation; automatic iris recognition; curve fitting; edge points detection; image quality evaluation; iris image preprocessing; iris localization; Automation; Biometrics; Curve fitting; Histograms; Image converters; Image databases; Image edge detection; Image quality; Iris recognition; Lighting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automatic Identification Advanced Technologies, 2005. Fourth IEEE Workshop on
  • Print_ISBN
    0-7695-2475-3
  • Type

    conf

  • DOI
    10.1109/AUTOID.2005.47
  • Filename
    1544414