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Iris Recognition using Gabor Wavelet and Fuzzy LDA Method  

Go Hyoun-Joo (충북대학교 제어계측공학과)
Kwon Mann-Jun (충북대학교 제어계측공학과)
Chun Myung-Geun (충북대학교 전기전자컴퓨터공학부)
Publication Information
Journal of KIISE:Software and Applications / v.32, no.11, 2005 , pp. 1147-1155 More about this Journal
Abstract
This paper deals with Iris recognition as one of biometric techniques which is applied to identify a person using his/her behavior or congenital characteristics. The Iris of a human eye has a texture that is unique and time invariant for each individual. First, we obtain the feature vector from the 2D Iris pattern having a property of size invariant and using the fuzzy LDA which is further through four types of 2D Gabor wavelet. At the recognition process, we compute the similarity measure based on the correlation values. Here, since we use four different matching values obtained from four different directional Gabor wavelet and select the maximum value, it is possible to minimize the recognition error rate. To show the usefulness of the proposed algorithm, we applied it to a biometric database consisting of 300 Iris Patterns extracted from 50 subjects and finally got more higher than $90\%$ recognition rate.
Keywords
Iris Recognition; Gabor Wavelet; Fuzzy-LDA;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
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