A weighted score matching algorithm for a multi-modal biometric system based on fingerprint and hand geometry
Joint Authors
Bifari, Izdihar Nusayr al-Din
al-Rifai, Lamya Abd Allah
Source
Jordanian Journal of Computetrs and Information Technology
Issue
Vol. 3, Issue 1 (30 Apr. 2017), pp.1-24, 24 p.
Publisher
Princess Sumaya University for Technology
Publication Date
2017-04-30
Country of Publication
Jordan
No. of Pages
24
Main Subjects
Pharmacy, Health & Medical Sciences
Abstract EN
This paper presents a multi-modal biometric system implemented using MATLAB language.
The system fused fingerprint and hand geometry at matching score level by applying a proposed modified weighted sum rule.
The fingerprint system was tested using five FVC databases and the hand geometry system was tested using COEP database.
Hence, the multi-modal system was tested by merging each FVC database with COEP database.
The experimental results show significant improvement in the multi-modal system with an average EER of 3.27%; while it is 8.86% and 8.89% for fingerprint and hand geometry systems, respectively.
American Psychological Association (APA)
Bifari, Izdihar Nusayr al-Din& al-Rifai, Lamya Abd Allah. 2017. A weighted score matching algorithm for a multi-modal biometric system based on fingerprint and hand geometry. Jordanian Journal of Computetrs and Information Technology،Vol. 3, no. 1, pp.1-24.
https://search.emarefa.net/detail/BIM-1415995
Modern Language Association (MLA)
Bifari, Izdihar Nusayr al-Din& al-Rifai, Lamya Abd Allah. A weighted score matching algorithm for a multi-modal biometric system based on fingerprint and hand geometry. Jordanian Journal of Computetrs and Information Technology Vol. 3, no. 1 (Apr. 2017), pp.1-24.
https://search.emarefa.net/detail/BIM-1415995
American Medical Association (AMA)
Bifari, Izdihar Nusayr al-Din& al-Rifai, Lamya Abd Allah. A weighted score matching algorithm for a multi-modal biometric system based on fingerprint and hand geometry. Jordanian Journal of Computetrs and Information Technology. 2017. Vol. 3, no. 1, pp.1-24.
https://search.emarefa.net/detail/BIM-1415995
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 20-24
Record ID
BIM-1415995
