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A Personal Identification Framework based on Facial Image and Fingerprint Fusion Biometric

by M. E. Elalami, A. E. Amin, A. E. El-alfi
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 51 - Number 7
Year of Publication: 2012
Authors: M. E. Elalami, A. E. Amin, A. E. El-alfi
10.5120/8058-1411

M. E. Elalami, A. E. Amin, A. E. El-alfi . A Personal Identification Framework based on Facial Image and Fingerprint Fusion Biometric. International Journal of Computer Applications. 51, 7 ( August 2012), 41-48. DOI=10.5120/8058-1411

@article{ 10.5120/8058-1411,
author = { M. E. Elalami, A. E. Amin, A. E. El-alfi },
title = { A Personal Identification Framework based on Facial Image and Fingerprint Fusion Biometric },
journal = { International Journal of Computer Applications },
issue_date = { August 2012 },
volume = { 51 },
number = { 7 },
month = { August },
year = { 2012 },
issn = { 0975-8887 },
pages = { 41-48 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume51/number7/8058-1411/ },
doi = { 10.5120/8058-1411 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:49:49.280136+05:30
%A M. E. Elalami
%A A. E. Amin
%A A. E. El-alfi
%T A Personal Identification Framework based on Facial Image and Fingerprint Fusion Biometric
%J International Journal of Computer Applications
%@ 0975-8887
%V 51
%N 7
%P 41-48
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Biometric based person identity verification is gaining more and more attention. Several studies have shown that multimodal biometric identification systems improve the recognition accuracy and reliability compared with recognition using a single biometric. The present paper introduces a new personal identification framework that is based on the fusion of face and fingerprint biometrics. The proposed framework overcomes the limitations of face recognition systems as well as fingerprint verification systems. The gray-level co-occurrence matrix and the minutiae extraction are used to represent the features of face and fingerprint image respectively. This framework uses the correlation coefficient as a similarity measure to retrieve the closest face and the corresponding fingerprint images with a query image. Experimental results performed on a given database of face and fingerprint images show that the proposed framework improved greatly the security and recognition rate.

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Index Terms

Computer Science
Information Sciences

Keywords

Personal identification Facial image Fingerprint Gray-level co-occurrence matrix Minutiae feature extraction Correlation coefficient

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