The classification phase is an important step of an automatic fingerprint identification system, where the goal is to restrict only to a subset of the whole database the search time. The proposed system classifies fingerprint images in four classes using only directional image information. This approach, unlike the literature approaches, uses the acquired fingerprint image without enhancement phases application. The system extracts only directional image and uses three concurrent decisional modules to classify the fingerprint. The proposed system has a high classification speed and a very low computational cost. The experimental results show a classification rate of 87.27%.

CONTI V, PERCONTI D, ROMANO S, TONA G, VITABILE S, GAGLIO S, et al. (2007). Fast Fingerprints Classification only using the Directional Image, LNAI 4692 Part I, 34-41.

Fast Fingerprints Classification only using the Directional Image

CONTI, Vincenzo;VITABILE, Salvatore;GAGLIO, Salvatore;SORBELLO, Filippo
2007-01-01

Abstract

The classification phase is an important step of an automatic fingerprint identification system, where the goal is to restrict only to a subset of the whole database the search time. The proposed system classifies fingerprint images in four classes using only directional image information. This approach, unlike the literature approaches, uses the acquired fingerprint image without enhancement phases application. The system extracts only directional image and uses three concurrent decisional modules to classify the fingerprint. The proposed system has a high classification speed and a very low computational cost. The experimental results show a classification rate of 87.27%.
2007
Settore ING-INF/05 - Sistemi Di Elaborazione Delle Informazioni
CONTI V, PERCONTI D, ROMANO S, TONA G, VITABILE S, GAGLIO S, et al. (2007). Fast Fingerprints Classification only using the Directional Image, LNAI 4692 Part I, 34-41.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/15471
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