• DocumentCode
    1670364
  • Title

    The Algorithm of Iris Image Quality Evaluation

  • Author

    Pan, Lili ; Xie, Mei

  • Author_Institution
    Univ. of Electron. Sci. & Technol. of China, Chengdu
  • fYear
    2007
  • Firstpage
    616
  • Lastpage
    619
  • Abstract
    In this paper, we judge whether an iris image has quality problem from two aspects. On one hand, we analyze the higher spatial frequency sub-band image of the original iris normalization image and determine whether this image has eyelid and lash occlusion problem according to the number of high value pixels. On the other hand, we determine whether an iris image is clear enough though computing the variance of the wavelet coefficients. Through our experiments, this algorithm is proved to be universal and efficient.
  • Keywords
    biometrics (access control); image recognition; wavelet transforms; iris image quality evaluation; occlusion problem; wavelet coefficient; Discrete wavelet transforms; Educational institutions; Eyelashes; Eyelids; Frequency measurement; Image analysis; Image quality; Iris; Lighting; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Circuits and Systems, 2007. ICCCAS 2007. International Conference on
  • Conference_Location
    Kokura
  • Print_ISBN
    978-1-4244-1473-4
  • Type

    conf

  • DOI
    10.1109/ICCCAS.2007.4348129
  • Filename
    4348129