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Pregled bibliografske jedinice broj: 161947

Časopis

Autori: Ribarić, Slobodan; Fratrić, Ivan
Naslov: A Biometric Identification System Based on Eigenpalm and Eigenfinger Features
Izvornik: IEEE transactions on pattern analysis and machine intelligence (0162-8828) 27 (2005), 11; 1698-1709
Vrsta rada: članak
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%).
Projekt / tema: 0036025
Izvorni jezik: ENG
Rad je indeksiran u
bazama podataka:
Current Contents Connect (CCC)
MEDLINE
Scopus
SCI-EXP, SSCI i/ili A&HCI
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Broj citata:
Altmetric:
DOI: 10.1109/TPAMI.2005.209
URL cjelovitog teksta:
Google Scholar: A Biometric Identification System Based on Eigenpalm and Eigenfinger Features



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