DocumentCode
2456801
Title
A Low-Cost FPGA-based Embedded Fingerprint Verification and Matching System
Author
Barrenechea, Maitane ; Altuna, Jon ; Miguel, Miguel San
Author_Institution
Univ. of Mondragon, Arrasate-Mondragon
fYear
2007
fDate
21-22 June 2007
Firstpage
250
Lastpage
261
Abstract
The development of a fingerprint verification system on a low-cost embedded platform is an open issue in nowadays biometrics. Our paper describes a low-cost fingerprint minutiae extraction and matching system based on a Spartan3 family FPGA with an embedded Leon2 open core processor. The proposed system architecture incorporates a floating point unit and a discrete Fourier transform coprocessor to accelerate the minutiae extraction process. The whole verification algorithm is based on the NFIS version 2 open source software developed by the national institute of standards and technology (NIST). The results on execution time reduction and FPGA occupation for different system configurations show that the proposed architecture improves substantially the performance of the baseline system architecture.
Keywords
coprocessors; discrete Fourier transforms; embedded systems; feature extraction; field programmable gate arrays; fingerprint identification; floating point arithmetic; image matching; public domain software; software architecture; NFIS version 2 open source software; Spartan3 family FPGA; biometrics; discrete Fourier transform coprocessor; embedded Leon2 open core processor; fingerprint matching system; fingerprint minutiae extraction system; fingerprint verification system; floating point unit; low-cost FPGA-based embedded system; software architecture; Acceleration; Biometrics; Computer architecture; Coprocessors; Discrete Fourier transforms; Field programmable gate arrays; Fingerprint recognition; NIST; Open source software; Software algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Solutions in Embedded Systems, 2007 Fifth Workshop on
Conference_Location
Leganes
Print_ISBN
978-84-89315-47-1
Type
conf
DOI
10.1109/WISES.2007.4408496
Filename
4408496
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