Exploring fingerprint matching through a topology-based perspective
International Journal of Biometrics
A novel fingerprint matching and classification schema based on nested convex polygons
MATH'08 Proceedings of the American Conference on Applied Mathematics
Minutiae-based template synthesis and matching for fingerprint authentication
Computer Vision and Image Understanding
Hybrid algorithm for fingerprint matching using delaunay triangulation and local binary patterns
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Axis-Parallel dimension reduction for biometric research
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part I
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Fingerprint matching is the most important step in fingerprint identification. This paper presents new results on fingerprint alignment and matching scheme based on the Delaunay Triangulation approach. In order to compare results with other matching techniques, we develop an efficient global matching scheme based on the comparisons of minutiae sets and singular points in the fingerprints. Alternative approaches for fingerprint matching were implemented to showcase the advantages of the proposed algorithm. New experimental results provide a compelling evidence of a better performance and higher accuracy rates achieved by the Delaunay Triangulation based algorithm