Title :
An efficient algorithm for fingerprint matching
Author :
Wang, Chengfeng ; Gavrilova, Marina ; Luo, Yuan ; Rokne, Jon
Author_Institution :
Calgary Univ.
Abstract :
This paper proposes novel topology-based algorithms for fingerprint matching. Three major aspects of fingerprint matching are considered: local matching, tolerance to deformation and global matching. The approach improves both the accuracy and the speed of fingerprint identification. Computational geometry methods including Delaunay triangulation and spatial interpolation are used. The proposed methods are able to efficiently deal with the distortions of fingerprints. Experimental results confirm that the algorithms presented are effective and more efficient compared to other fingerprint matching algorithms
Keywords :
computational geometry; fingerprint identification; image matching; interpolation; mesh generation; Delaunay triangulation; computational geometry; fingerprint identification; fingerprint matching; spatial interpolation; topology-based algorithm; Biometrics; Computational geometry; Computer security; Data security; Deformable models; Fingerprint recognition; Fingers; Image matching; Interpolation; Nonlinear distortion;
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.2006.236