A new iris localization method based on the competitive chords

被引:2
作者
Al-Daoud, Essam [1 ]
机构
[1] Zarka Private Univ, Dept Comp Sci, Fac Sci & Informat Technol, Zarka 13110, Jordan
关键词
Iris localization; Competitive chords; Integro-differential operator; Hough transform; RECOGNITION; SEGMENTATION;
D O I
10.1007/s11760-010-0183-7
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This study introduces a novel iris localization method based on the competitive chords. The new method can be used to detect pupil-iris and iris-sclera boundaries. The basic idea is to construct a set of chords from the left edges and the right edges of the pupil (or iris), and then find the winner chords with aligned centers. The winner chords can be used to vote to the correct pupil's (or iris's) center and radius. To verify the effectiveness of the proposed method, it is compared with two efficient techniques and applied to five datasets. The experimental results show that the new method is faster, more accurate and more robust than the state-of-the-art iris localization methods.
引用
收藏
页码:547 / 555
页数:9
相关论文
共 28 条
  • [1] [Anonymous], MMU IR IM DAT
  • [2] Image understanding for iris biometrics: A survey
    Bowyer, Kevin W.
    Hollingsworth, Karen
    Flynn, Patrick J.
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2008, 110 (02) : 281 - 307
  • [3] Camus TA, 2002, INT C PATT RECOG, P389, DOI 10.1109/ICPR.2002.1044732
  • [4] Chen Xu-feng, 2004, J Zhejiang Univ Sci, V5, P123, DOI 10.1631/jzus.2004.0123
  • [5] *CHIN AC SCI I AUT, CASIA IR IM DAT
  • [6] How iris recognition works
    Daugman, J
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2004, 14 (01) : 21 - 30
  • [7] HIGH CONFIDENCE VISUAL RECOGNITION OF PERSONS BY A TEST OF STATISTICAL INDEPENDENCE
    DAUGMAN, JG
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1993, 15 (11) : 1148 - 1161
  • [8] Dorairaj V., 2005, Proceedings of the IEEE International Conference on Image Processing ICIP 2005, P285
  • [9] A new segmentation approach for iris recognition based on hand-held capture device
    He, Xiaofu
    Shi, Pengfei
    [J]. PATTERN RECOGNITION, 2007, 40 (04) : 1326 - 1333
  • [10] Integrating independent components and support vector machines for gender classification
    Jain, A
    Huang, J
    [J]. PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, 2004, : 558 - 561