Naslov
A Biometric Verification System Based on the Fusion of Palmprint and Face Features

Autori
Ribarić, Slobodan ; Fratrić, Ivan

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

Izvornik
Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis / Lončarić, Sven ; Babić, Hrvoje ; Bellanger, Maurice - Zagreb : Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu, 2005, 12-17

Skup
International Symposium on Image and Signal Processing and Analysis (4 ; 2005)

Mjesto i datum
Zagreb, Hrvatska, 15.09.2005. - 17.09.2005

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
biometrics; palm; face; multimodality

Sažetak
This paper presents a bimodal biometric verification system for physical access control based on the features of the palmprint and the face. The system tries to improve the verification results of unimodal biometric systems based on palmprint or facial features by integrating them using fusion at the matching-score level. The verification process consists of image acquisition using a scanner and a camera, palmprint recognition based on the principal lines, face recognition with eigenfaces, fusion of the unimodal results at the matching-score level, and finally, a decision based on thresholding. The experimental results show that fusion improves the equal error rate by 0.74% and the minimum total error rate by 1.72%.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA