Title :
Fingerprint Matching With Rotation-Descriptor Texture Features
Author :
Ouyang, Zhengyu ; Feng, Jianjiang ; Su, Fei ; Cai, Anni
Author_Institution :
Beijing Univ. of Posts & Telecommun.
Abstract :
A novel texture correlation matching method for fingerprint verification using Fourier-Mellin descriptor and phase-only correlation function is proposed in this paper. Fourier-Mellin descriptor correlation is used to align the template and query fingerprint images and a matching score is obtained. Matching takes about 1 second in Celeron 2.0 GHz processor, and the experimental results show that EER is 3.8%; fusion with minutia matching gets a better result
Keywords :
fingerprint identification; image matching; image texture; Fourier-Mellin descriptor correlation; fingerprint matching; fingerprint verification; phase-only correlation function; query fingerprint image alignment; rotation-descriptor texture features; template fingerprint image alignment; texture correlation matching; Bifurcation; Biometrics; Data mining; Discrete Fourier transforms; Feature extraction; Fingerprint recognition; Fingers; Gabor filters; Image matching; Stability;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.572
