Pregled bibliografske jedinice broj: 326466
A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces
A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces // Informatica, 19 (2008), 1; 81-100 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 326466 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces
Autori
Ribarić, Slobodan ; Fratrić, Ivan ; Kiš, Kristina
Izvornik
Informatica (0350-2325) 19
(2008), 1;
81-100
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
mulitmodal biometrics; verification; normalization; fusion; palmprint; face
Sažetak
This paper presents a bimodal biometric verification system based on the fusion of palmprint and face features at the matching-score level. The system combines a new approach to palmprint principal lines recognition based on hypotheses generation and evaluation and the well-known eigenfaces approach for face recognition. The experiments with different matching-score normalization techniques have been performed in order to improve the performance of the fusion at the matching-score level. A “ chimerical” database consisting of 1488 palmprint and face image pairs of 241 persons was used in the system design (440 image pairs of 110 persons) and testing (1048 image pairs of 131 persons). The experimental results show that system performance is significantly improved over unimodal subsystems.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
POVEZANOST RADA
Projekti:
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Ribarić, Slobodan, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
Citiraj ovu publikaciju:
Časopis indeksira:
- Current Contents Connect (CCC)
- Web of Science Core Collection (WoSCC)
- SCI-EXP, SSCI i/ili A&HCI
