Title :
Performance Comparison of Minutia Based and Correlation Filter Based Fingerprint Verification Methods
Author :
Keskinöz, Mehmet ; Sarikaya, Yunus
Author_Institution :
Muhendislik ve Doga Bilimleri Fakultesi, Sabanci Univ., Istanbul
Abstract :
In this paper, we investigate and compare the performances of minutia based system which relies on the orientation field and ridge frequency estimation, and correlation filter based fingerprint verification systems. Simulation results show that equal error rate (EER) of the minutia based system is around 1.7% which is much smaller than the EER obtained for correlation filters. This suggests that minutia based system is more robust to plastic distortion inherent in the fingerprint images
Keywords :
correlation theory; error statistics; filtering theory; fingerprint identification; frequency estimation; EER; correlation filter; equal error rate; fingerprint image; fingerprint verification; frequency estimation; minutia based system; Error analysis; Filters; Fingerprint recognition; Frequency estimation; Image matching; Performance evaluation; Plastics; Reactive power; Robustness; System testing;
Conference_Titel :
Signal Processing and Communications Applications, 2006 IEEE 14th
Conference_Location :
Antalya
Print_ISBN :
1-4244-0238-7
DOI :
10.1109/SIU.2006.1659714
