Title :
A Method of Evolving Finger Vein Template
Author :
Tang, Darun ; Huang, Beining ; Li, Wenxin ; Li, Xiaoming
Author_Institution :
Key Lab. of Machine Perception (MOE), Peking Univ., Beijing, China
Abstract :
In a finger vein verification system, when running for a long time, the captured templates could be different from the registered ones because of the user habits changing, the devices ageing, and some other factors. The unsteady discrepancy between templates of the same finger affects the verification results seriously. Therefore, we design a templates evolution method to get evolving templates, which can reduce the influence of templates changing when matching. Experimental results show that using evolving templates can make the EER of the system reduced from 6.3% to 3.5%.
Keywords :
fingerprint identification; image fusion; image matching; matrix algebra; evolving finger vein template method; finger vein verification system; template changing; template matching; Biometrics; Databases; Feature extraction; Fingers; Fuses; Training; Veins; Evolution; Finger Vein; OPM; Templates;
Conference_Titel :
Biometrics and Security Technologies (ISBAST), 2012 International Symposium on
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-0917-2
DOI :
10.1109/ISBAST.2012.21
