A novel iris database indexing method using the iris color

被引:22
|
作者
Puhan, N. B. [1 ]
Sudha, N. [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Engn, Singapore, Singapore
关键词
D O I
10.1109/ICIEA.2008.4582847
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In a very large iris database, the design of an effective iris indexing method reduces the computational complexity of feature matching process. This paper presents a new iris indexing technique based on the iris color for noisy iris images. The proposed method using the chrominance components achieves high indexing performance in defocused, reflection-contained and eyelid-occluded iris images. The performance measures such as the hit rate and the penetration rate computed on a recently created noisy iris database, namely UBIRIS [6], show the effectiveness of the iris color to index very large iris databases.
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页码:1886 / 1891
页数:6
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