• DocumentCode
    3192145
  • Title

    An Improved Iris Localization Method for Authentication System

  • Author

    Zhang, Zongqiang ; Li, Mingchu ; Xia, Feng ; Ma, Jianhua

  • Author_Institution
    Sch. of Software Technol., Dalian Univ. of Technol., Dalian, China
  • fYear
    2011
  • fDate
    19-22 Oct. 2011
  • Firstpage
    663
  • Lastpage
    666
  • Abstract
    At present, the research of biometric recognition is gave more and more attentions. The iris recognition is a kind of biometrics technologies. Based on Daugman´ and Wilds´ iris localization algorithms, the paper is to present an improved iris localization method named two-phase approximation localization for authentication system. Firstly, we evaluate the image quality and abandon blurred pictures. And we estimate the center and radius of iris boundaries. After that, the method calculates the center and radius for the second time using vote method. The average time of localization reaches 2.0 seconds and 99.70% at accuracy. The method is much faster than Daugman´s and Wilds´ classical methods.
  • Keywords
    approximation theory; iris recognition; security of data; Daugman-Wilds iris localization algorithm; authentication system; biometric recognition; biometrics technology; blurred picture; image quality; iris boundary center; iris boundary radius; iris localization method; two-phase approximation localization; vote method; Accuracy; Educational institutions; Filtering; Image edge detection; Image quality; Iris; Iris recognition; iris localization; iris recognition; two-phase approximation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Internet of Things (iThings/CPSCom), 2011 International Conference on and 4th International Conference on Cyber, Physical and Social Computing
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4577-1976-9
  • Type

    conf

  • DOI
    10.1109/iThings/CPSCom.2011.130
  • Filename
    6142179