DocumentCode :
2424855
Title :
Iris recognition using Dynamic Programming Matching Pursuit
Author :
Lee, Yueh-Shiun ; Huang, Chung-Lin ; Ho, Meng-Fen ; Huang, Wen-Liang
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing-Hua Univ., Hsinchu
fYear :
2008
fDate :
7-9 July 2008
Firstpage :
1471
Lastpage :
1476
Abstract :
In this paper, we propose a new method named dynamic programming based matching pursuit algorithm for iris-based personal identification. Based on the matching pursuit algorithm, it selects the most representative path to do iris recognition. Our system consists of identification and verification. Finally, we use the experimental results to demonstrate the efficacy of the proposed method and show that it attains a better ROC curve and faster speed than the conventional matching pursuit based iris recognition system.
Keywords :
biometrics (access control); dynamic programming; image recognition; iterative methods; dynamic programming; iris recognition; matching pursuit; personal identification; Algorithm design and analysis; Authentication; Dynamic programming; Informatics; Information science; Iris recognition; Kernel; Matching pursuit algorithms; Pursuit algorithms; Two dimensional displays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1723-0
Electronic_ISBN :
978-1-4244-1724-7
Type :
conf
DOI :
10.1109/ICALIP.2008.4590115
Filename :
4590115
Link To Document :
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