A Biometric Verification System Based on the Fusion of Palmprint and Face Features (CROSBI ID 508046)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Ribarić, Slobodan ; Fratrić, Ivan
engleski
A Biometric Verification System Based on the Fusion of Palmprint and Face Features
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%.
biometrics; palm; face; multimodality
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nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
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Podaci o prilogu
12-17.
2005.
objavljeno
Podaci o matičnoj publikaciji
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
Podaci o skupu
International Symposium on Image and Signal Processing and Analysis (4 ; 2005)
predavanje
15.09.2005-17.09.2005
Zagreb, Hrvatska