Design and development of facial recognitionbased library management system (FRLMS)

Rao, Vegnish Rao Paramesura and Puwakpitiyage, Chamode Anjana Hewawasam and Abdulkareem Shafiq, Dalia and Islam, Farhana and Handayani, Dini Oktarina Dwi and Yaacob, Hamwira Sakti and Mantoro, Teddy (2019) Design and development of facial recognitionbased library management system (FRLMS). In: "4th International Conference on Computing, Engineering, and Design, ICCED 2018", 6 - 8 Sept 2018, Asian Institute of Technology (AIT)Bangkok; Thailand.

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Abstract

In this paper we propose a facial recognitionbased library management system namely Facial Recognition based Library Management System (FRLMS). This system aims to improve the user experience on library authentication process through facial recognition algorithm. This process would be simple and efficient as the authentication process is performed seamlessly. For the purpose of this study, feature extraction and image classification are obtained using OpenCV and TensorFlow, where the average recognition accuracy reaches up to 92.15%

Item Type:	Conference or Workshop Item (Invited Papers)
Additional Information:	4870/79715
Uncontrolled Keywords:	Biometric; Face recognition; Identification; Library management system; Verification
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering Z Bibliography. Library Science. Information Resources > Z665 Library Science. Information Science
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Dr Hamwira Yaacob
Date Deposited:	17 Jun 2020 16:49
Last Modified:	15 Jul 2020 08:35
URI:	http://irep.iium.edu.my/id/eprint/79715

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