DocumentCode :
2582074
Title :
The algorithm of iris image preprocessing
Author :
Lili, Pan ; Mei, Xie
Author_Institution :
Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear :
2005
fDate :
17-18 Oct. 2005
Firstpage :
134
Lastpage :
138
Abstract :
Iris image preprocessing, including iris localization and iris image quality evaluation, is the key step in iris recognition and has a close relationship to the accuracy of matching. So far, there are many iris localization algorithms having been proposed. In this paper, we propose a new iris localization algorithm, in which we adopt edge points detecting and curve fitting. After this, we set an integral iris image quality evaluation system that is necessary in the automatic iris recognition system. All the procedures of the algorithm are proved to be valid through our experiment on 2400 iris images from CASIA (The Institute of Automation, Chinese Academy of Sciences) database.
Keywords :
curve fitting; edge detection; eye; image matching; image texture; CASIA database; Chinese Academy of Science; Institute of Automation; automatic iris recognition; curve fitting; edge points detection; image quality evaluation; iris image preprocessing; iris localization; Automation; Biometrics; Curve fitting; Histograms; Image converters; Image databases; Image edge detection; Image quality; Iris recognition; Lighting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automatic Identification Advanced Technologies, 2005. Fourth IEEE Workshop on
Print_ISBN :
0-7695-2475-3
Type :
conf
DOI :
10.1109/AUTOID.2005.47
Filename :
1544414
Link To Document :
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