Modeling and implementation of an automatic access control system for secure premises using facial recognition / Bopatriciat Boluma Mangata ... [et al.]

Mangata, Bopatriciat Boluma and Mbambi, Kisiaka and Muamba, Kadima and Khalaba, Fundji (2022) Modeling and implementation of an automatic access control system for secure premises using facial recognition / Bopatriciat Boluma Mangata ... [et al.]. Journal of Computing Research and Innovation (JCRINN), 7 (2): 2. pp. 11-22. ISSN 2600-8793

Abstract

Security is a major concern within companies to prevent access to information by unauthorized persons. In this work, we are interested in access control through facial recognition. To realize this access control system based on facial recognition, we used an embedded system under Arduino which gives us the possibility to assemble the performances of programming and electronics, more precisely, we programmed electronic systems for the automatic opening of doors without the action of a human being. From a sample of 100 individuals composed of 40 women and 60 men, 75 of whom were registered and 25 non-registered, our access control system obtained the results of 70 true positives, 5 false negatives, 8 false positives and 17 true negatives that constitute our confusion matrix. However, from the set of tests performed we can conclude that multi-modality fusion can be leveraged to increase the performance of the verification system as the verification performance of multimodal systems (feature fusion or score fusion) can be applied to give even better results.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Mangata, Bopatriciat Boluma
UNSPECIFIED
Mbambi, Kisiaka
UNSPECIFIED
Muamba, Kadima
UNSPECIFIED
Khalaba, Fundji
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Instruments and machines > Electronic Computers. Computer Science > Programming. Rule-based programming. Backtrack programming
T Technology > TK Electrical engineering. Electronics. Nuclear engineering > Electronics > Detectors. Sensors. Sensor networks
Divisions: Universiti Teknologi MARA, Perlis > Arau Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Journal of Computing Research and Innovation (JCRINN)
UiTM Journal Collections: UiTM Journal > Journal of Computing Research and Innovation (JCRINN)
ISSN: 2600-8793
Volume: 7
Number: 2
Page Range: pp. 11-22
Keywords: Embedded system, biometrics, access control, automation, facial recognition, pattern recognition
Date: 2022
URI: https://ir.uitm.edu.my/id/eprint/68844
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