DocumentCode :
2906000
Title :
Correlation-based fingerprint matching using FPGAs
Author :
Lindoso, Almudena ; Entrena, Luis ; López-Ongil, Celia ; Liu, Judith
Author_Institution :
Dept. of Electron. Technol., Univ. Carlos III of Madrid
fYear :
2005
fDate :
11-14 Dec. 2005
Firstpage :
87
Lastpage :
94
Abstract :
Correlation based methods are gaining attention in the biometric field due to the extremely good results achieved for pattern matching recognition in authentication and verification processes. In particular, a high matching accuracy can be obtained with these methods in the fingerprint field. However, they cannot be used in many applications because of the large computational effort required. On the other hand, they are very well suited for FPGA implementations. In this work we present efficient architectures for implementation of zero mean normalized cross correlation using Virtex-4 FPGAs for application to correlation based fingerprint matching. In particular, we compare the implementations of correlation in the spatial and Fourier domains. Experimental results demonstrate that FPGAs allow improving performance by at least two orders of magnitude with respect to software implementations in a modern personal computer. Thanks to this speedup, correlation based algorithms for fingerprint matching achieve acceptable performance for real-time processing
Keywords :
correlation methods; field programmable gate arrays; fingerprint identification; image matching; logic design; Virtex-4 FPGA; authentication process; biometric field; correlation-based method; field programmable gate array; fingerprint matching; pattern matching recognition; verification process; zero mean normalized cross correlation; Application software; Authentication; Biometrics; Computer architecture; Field programmable gate arrays; Fingerprint recognition; Microcomputers; Pattern matching; Pattern recognition; Software performance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Field-Programmable Technology, 2005. Proceedings. 2005 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-9407-0
Type :
conf
DOI :
10.1109/FPT.2005.1568530
Filename :
1568530
Link To Document :
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