Title :
Fast and Accurate Singular Point Extraction of Fingerprint
Author :
Xu, Xiao ; Kamata, Sei-ichiro
Author_Institution :
Grad. Sch. of Inf., Waseda Univ., Kitakyushu
Abstract :
Nowadays, biometric verification occupies important position in people´s daily life. Because fingerprints are easy to use and provide good performance, fingerprint identification is one of the most popular technologies. In order to maximize the robustness of fingerprint identification and to minimize the identification time, it is better to align the fingerprint first by referring the singular points of fingerprint. In this paper, we proposed a new algorithm to localize the singular points of fingerprint. The proposed approach is less computational complexity and higher precision. This paper shows how, from the x-gradient component of orientation filed and its sine component, very accurate extraction of singular points can be obtained. This localization can be used for accurate registration of two fingerprints.
Keywords :
edge detection; feature extraction; fingerprint identification; image registration; accurate registration; accurate singular point extraction; biometric verification; fingerprint identification; less computational complexity; x-gradient component; Bifurcation; Biometrics; Computational complexity; Data mining; Databases; Fingerprint recognition; Fingers; Pattern matching; Production systems; Robustness;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345569