Naslov
A Finger-based Identification System

Autori
Ribarić, Slobodan ; Pavešić, Nikola

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
The 14th IEEE Mediterranean Electrotechnical Conference Proceedings / Watteyne, Thomas ; Yazidi, Amine - Ajaccio : Institute of Electrical and Electronics Engineers (IEEE), 2008, 816-821

ISBN
978-1-4244-1633-2

Skup
IEEE Mediterranean Electrotechnical Conference (14 ; 2008)

Mjesto i datum
Ajaccio, Francuska, 05.05.2008. - 07.05.2008

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
biometrics; fusion; identification; linear discriminant analysis

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA