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
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