Comparative Study of Minutiae Selection Algorithms for ISO Fingerprint Templates
Résumé
We address the selection of fingerprint minutiae given a fingerprint ISO template. Minutiae selection plays a very important role when a secure element (i.e. a smart-card) is used. Because of the limited capability of computation and memory, the number of minutiae of a stored reference in the secure element is limited. We propose in this paper a comparative study of 6 minutiae selection methods including 2 methods from the literature and 1 like reference (No Selection). Experimental results on 3 fingerprint databases from the Fingerprint Verification Competition show their relative efficiency in terms of performance and computation time.
Domaines
Cryptographie et sécurité [cs.CR]
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SPIE15-Comparative study of minutiae selection algorithms for iso fingerprint templates.pdf (791.18 Ko)
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