Title :
A realtime, memory efficient fingerprint verification system
Author :
Yang, Shenglin ; Verbauwhede, Ingrid
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Abstract :
Creating a biometric verification system in an energy and area constrained embedded environment is a challenging problem. Our paper describes a secure and efficient embedded fingerprint verification system for the "ThumbPod" embedded device, in which a complete real-time fingerprint recognition module, including both the minutiae extraction and the matching, works on a 50 MHz LEON-2 processor. As a result of the proposed SW/HW accelerations and memory optimizations, we achieve 65% reduction on the execution time and 67% reduction on the memory size against the reference implementation.
Keywords :
embedded systems; feature extraction; fingerprint identification; image matching; optimisation; 50 MHz; SW/HW accelerations; ThumbPod; area constrained embedded environment; biometric verification; energy constrained environment; execution time reduction; fingerprint recognition module; matching; memory efficient fingerprint verification system; memory optimizations; minutiae extraction; realtime fingerprint verification; Biometrics; Biosensors; CMOS image sensors; Fingerprint recognition; Fingers; Image matching; Image storage; NIST; Signal processing algorithms; Software algorithms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1327079