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A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces


Ribarić, Slobodan; Fratrić, Ivan; Kiš, Kristina
A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces // Informatica, 19 (2008), 1; 81-100 (međunarodna recenzija, članak, znanstveni)


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


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Ribarić, Slobodan; Fratrić, Ivan; Kiš, Kristina
A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces // Informatica, 19 (2008), 1; 81-100 (međunarodna recenzija, članak, znanstveni)
Ribarić, S., Fratrić, I. & Kiš, K. (2008) A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces. Informatica, 19 (1), 81-100.
@article{article, year = {2008}, pages = {81-100}, keywords = {mulitmodal biometrics, verification, normalization, fusion, palmprint, face}, journal = {Informatica}, volume = {19}, number = {1}, issn = {0350-2325}, title = {A Novel Biometric Personal Verification System Based on the Combination of Palmprints and Faces}, keyword = {mulitmodal biometrics, verification, normalization, fusion, palmprint, face} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • SCI-EXP, SSCI i/ili A&HCI