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A multimodal hand-based verification system with an aliveness-detection module


Pavešić, Nikola; Savič, Tadej; Ribarić, Slobodan; Fratrić, Ivan;
A multimodal hand-based verification system with an aliveness-detection module // Annals of Telecommunications, 62 (2007), 1-2; 1655-1680 (međunarodna recenzija, članak, znanstveni)


Naslov
A multimodal hand-based verification system with an aliveness-detection module

Autori
Pavešić, Nikola ; Savič, Tadej ; Ribarić, Slobodan ; Fratrić, Ivan ;

Izvornik
Annals of Telecommunications (0003-4347) 62 (2007), 1-2; 1655-1680

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Multimodal biometric; fusion; hand features; authentication

Sažetak
This paper presents a multimodal biometric verification system based on the following hand features : palmprint, four digitprints and four fingerprints. The features are obtained using the Karhunen-Loè ; ve transform based approach, and information fusion at the matching-score level was applied. We experimented with different resolutions of the regions of interest, different numbers of features and several normalization and fusion techniques at the matching-score level. To increase the reliability of the system to spoof attacks we included an aliveness-detection module based on thermal images of the hand dorsa. The verification performance when using a system configuration with optimum parameters, i.e., resolution, number of features, normalization and fusion technique, showed an equal error rate (EER) of 0.0020%, which makes the system appropriate for the implementation of high-security biometric systems. Key words : Multimodal biometric, Hand-based verification system, KL transforms, Fusion, Aliveness

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

Pavešić, Nikola; Savič, Tadej; Ribarić, Slobodan; Fratrić, Ivan;
A multimodal hand-based verification system with an aliveness-detection module // Annals of Telecommunications, 62 (2007), 1-2; 1655-1680 (međunarodna recenzija, članak, znanstveni)
Pavešić, N., Savič, T., Ribarić, S., Fratrić, I. & (2007) A multimodal hand-based verification system with an aliveness-detection module. Annals of Telecommunications, 62 (1-2), 1655-1680.
@article{article, year = {2007}, pages = {1655-1680}, keywords = {multimodal biometric, fusion, hand features, authentication}, journal = {Annals of Telecommunications}, volume = {62}, number = {1-2}, issn = {0003-4347}, title = {A multimodal hand-based verification system with an aliveness-detection module}, keyword = {multimodal biometric, fusion, hand features, authentication} }

Časopis indeksira:


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