• DocumentCode
    1989649
  • Title

    An effective iris recognition system based on wavelet maxima nad Gabor filter bank

  • Author

    Nabti, Makram ; Bouridane, Ahmed

  • Author_Institution
    Sch. of Electron., Queens Univ. Belfast, Belfast
  • fYear
    2007
  • fDate
    12-15 Feb. 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Iris recognition is a novel technology in the field of biometric feature recognition and has many advantages over other techniques. Iris recognition means to recognize personal identity based on the iris of the person. Compared with other biometric feature recognition methods, this technique is accurate and reliable against artifacts. In this paper we propose a new iris recognition system. The idea proposed uses a multiscale edge detection using wavelet maxima for iris localization followed by a Gabor filter bank decomposition for feature extraction while matching is carried out by computing the Hamming codes of different irises. The algorithms used in this paper are computationally effective, reliable, robust, and the accuracy of the presented work shows that this system is ideal for human recognition applications.
  • Keywords
    Gabor filters; biometrics (access control); edge detection; feature extraction; image matching; Gabor filter bank decomposition; Hamming codes; biometric feature recognition; edge detection; human recognition application; image matching; iris localization; iris recognition system; personal identity recognition; wavelet maxima; Biometrics; Feature extraction; Fingerprint recognition; Frequency; Gabor filters; Hamming distance; Humans; Image edge detection; Information technology; Iris recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
  • Conference_Location
    Sharjah
  • Print_ISBN
    978-1-4244-0778-1
  • Electronic_ISBN
    978-1-4244-1779-8
  • Type

    conf

  • DOI
    10.1109/ISSPA.2007.4555544
  • Filename
    4555544