Napredna pretraga

Pregled bibliografske jedinice broj: 161947

A Biometric Identification System Based on Eigenpalm and Eigenfinger Features


Ribarić, Slobodan; Fratrić, Ivan
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features // IEEE transactions on pattern analysis and machine intelligence, 27 (2005), 11; 1698-1709 doi:10.1109/TPAMI.2005.209 (međunarodna recenzija, članak, znanstveni)


Naslov
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features

Autori
Ribarić, Slobodan ; Fratrić, Ivan

Izvornik
IEEE transactions on pattern analysis and machine intelligence (0162-8828) 27 (2005), 11; 1698-1709

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

Ključne riječi
Biometrics; multimodal systems; hand-based identification; K-L transform; eigenpalms; eigenfingers

Sažetak
This paper presents a multimodal biometric identification system based on the features of the human hand. We describe a new biometric approach to personal identification using eigenfinger and eigenpalm features, with fusion applied at the matching-score level. The identification process can be divided into the following phases: capturing the image ; preprocessing ; extracting and normalising the palm and tripe-like finger subimages ; extracting the eigenpalm and eigenfinger features based on the K-L transform ; matching and fusion ; and finally, a decision based on the (k, l)-NN classifier and thresholding. The system was tested on a database of 237 people (1820 hand images). The experimental results showed the effectiveness of the system in terms of the recognition rate (100%), the equal error rate (EER = 0.58%) and the total error rate (TER = 0.72%).

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
0036025

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Ribarić, Slobodan; Fratrić, Ivan
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features // IEEE transactions on pattern analysis and machine intelligence, 27 (2005), 11; 1698-1709 doi:10.1109/TPAMI.2005.209 (međunarodna recenzija, članak, znanstveni)
Ribarić, S. & Fratrić, I. (2005) A Biometric Identification System Based on Eigenpalm and Eigenfinger Features. IEEE transactions on pattern analysis and machine intelligence, 27 (11), 1698-1709 doi:10.1109/TPAMI.2005.209.
@article{article, year = {2005}, pages = {1698-1709}, DOI = {10.1109/TPAMI.2005.209}, keywords = {biometrics, multimodal systems, hand-based identification, K-L transform, eigenpalms, eigenfingers}, journal = {IEEE transactions on pattern analysis and machine intelligence}, doi = {10.1109/TPAMI.2005.209}, volume = {27}, number = {11}, issn = {0162-8828}, title = {A Biometric Identification System Based on Eigenpalm and Eigenfinger Features}, keyword = {biometrics, multimodal systems, hand-based identification, K-L transform, eigenpalms, eigenfingers} }

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
  • MEDLINE


Citati