Title :
A compact and efficient fingerprint verification system for secure embedded devices
Author :
Yang, Shenglin ; Sakiyama, Kazuo ; Verbauwhede, Ingrid M.
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Abstract :
Creating a biometric verification system in a resource-constrained embedded environment is a challenging problem. This paper describes an efficient fingerprint verification module, which is part of an embedded device called ThumbPod. The whole fingerprint verification algorithm runs on a 50 MHz fixed-point processor. As the result of our SW/HW optimizations, we achieve 55.6% and 60.0% execution time reduction for the minutiae extraction and the matching, respectively, compared to a traditional implementation reference. The complete process finishes in less than 5 seconds.
Keywords :
embedded systems; fingerprint identification; image matching; optimisation; 50 MHz; ThumbPod; biometric verification system; fingerprint matching; fingerprint minutiae extraction; fingerprint verification algorithm; fixed-point processor; hardware optimization; secure embedded device; software optimization; Bioinformatics; Biometrics; Data mining; Data security; Embedded computing; Fingerprint recognition; Image matching; Information security; Pixel; Secure storage;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292342