A Finger-based Identification System (CROSBI ID 538160)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
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