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A Finger-based Identification System (CROSBI ID 538160)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Ribarić, Slobodan ; Pavešić, Nikola A Finger-based Identification System // The 14th IEEE Mediterranean Electrotechnical Conference Proceedings / Watteyne, Thomas ; Yazidi, Amine (ur.). Ajaccio: Institute of Electrical and Electronics Engineers (IEEE), 2008. str. 816-821

Podaci o odgovornosti

Ribarić, Slobodan ; Pavešić, Nikola

engleski

A Finger-based Identification System

This paper presents a multimodal biometric identification system based on the features of human fingers. We describe a new biometric approach to personal identification using the Regularized-Direct Linear Discriminant Analysis (RD-LDA) features extracted from four digitprints (prints of fingers between the first and third phalanx) and four fingerprints, with fusion applied at the matching-score level. The identification experiments were conducted on a database consisting of 1840 hand images (184 people). A correct identification rate of 100% suggests that the system can be used in medium/high-security environments.

biometrics; fusion; identification; linear discriminant analysis

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Podaci o prilogu

816-821.

2008.

objavljeno

Podaci o matičnoj publikaciji

The 14th IEEE Mediterranean Electrotechnical Conference Proceedings

Watteyne, Thomas ; Yazidi, Amine

Ajaccio: Institute of Electrical and Electronics Engineers (IEEE)

978-1-4244-1633-2

Podaci o skupu

IEEE Mediterranean Electrotechnical Conference (14 ; 2008)

predavanje

05.05.2008-07.05.2008

Ajaccio, Francuska

Povezanost rada

Računarstvo