• DocumentCode
    3405247
  • Title

    A novel iris recognition method based on the natural-open eyes

  • Author

    Lin, Zhonghua

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    1090
  • Lastpage
    1093
  • Abstract
    The non-intrusive property of iris recognition leads to several problems to the images of natural-open eyes and it is hard to increase the accuracy of iris recognition because of these problems. In order to ensure the non-intrusive property as well as achieve an iris recognition which has high accuracy simultaneously, this paper presents a novel iris recognition method based on the natural-open eyes. Firstly, makes preprocess to iris image, ensures the effective iris area adaptively. Secondly, finds all iris feature points by directional information, length information, width information of texture, the neighboring gray information and relativity in the effective iris area. Thirdly, makes codes to feature points and figures the iris pattern by iris codes. Finally, sorts the different iris patterns by auto accommodated pattern matching method and gives the recognition results. Many experiments show the recognition rates of this method can reach 99.687% that can meet the demand of iris recognition.
  • Keywords
    image coding; image matching; image texture; iris recognition; iris codes; iris image preprocessing; iris recognition method; natural-open eyes; nonintrusive property; pattern matching method; Eyelashes; Eyelids; Feature extraction; Iris; Iris recognition; Joining processes; Pixel; adaptive; iris recognition; natural-open;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655882
  • Filename
    5655882