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
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