DocumentCode :
2703938
Title :
A Robust Algorithm for Iris Localization Based on Radial Symmetry
Author :
Zhang, Wencong ; Li, Bin ; Ye, Xueyi ; Zhuang, Zhenquan
Author_Institution :
Univ. of Sci. & Technol. of China, Hefei
fYear :
2007
fDate :
15-19 Dec. 2007
Firstpage :
324
Lastpage :
327
Abstract :
Previous algorithms have good localization performance for iris images captured in the ideal condition. However, in practice, the quality of iris image is greatly influenced by luminance, eyelashes, hair or glasses frame, which is easy to cause mis- localization. In order to improve the robustness of iris localization, this paper proposes a new localization algorithm based on the radial symmetry transform, in which the radial symmetry characteristic of the pupil is fully used to realize iris localization. Experimental results show that the proposed algorithm can efficiently avoid the interference of luminance and other bad conditions, and realize robust precise localization in a real-time system.
Keywords :
eye; face recognition; transforms; iris image localization algorithm; radial symmetry transform; Biometrics; Computational intelligence; Eyelashes; Feature extraction; Glass; Hair; Integral equations; Iris recognition; Real time systems; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Security Workshops, 2007. CISW 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-0-7695-3073-4
Type :
conf
DOI :
10.1109/CISW.2007.4425502
Filename :
4425502
Link To Document :
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