Design and development of facial recognitionbased library management system (FRLMS)
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 e...
| Main Authors: | , , , , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2019
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/79715/ http://irep.iium.edu.my/79715/1/79715_Design%20and%20development%20of%20facial_article_conf.%20article.pdf http://irep.iium.edu.my/79715/2/79715_Design%20and%20development%20of%20facial_scopus.pdf |
| _version_ | 1848788824773099520 |
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| author | Rao, Vegnish Rao Paramesura Puwakpitiyage, Chamode Anjana Hewawasam Abdulkareem Shafiq, Dalia Islam, Farhana Handayani, Dini Oktarina Dwi Yaacob, Hamwira Sakti Mantoro, Teddy |
| author_facet | Rao, Vegnish Rao Paramesura Puwakpitiyage, Chamode Anjana Hewawasam Abdulkareem Shafiq, Dalia Islam, Farhana Handayani, Dini Oktarina Dwi Yaacob, Hamwira Sakti Mantoro, Teddy |
| author_sort | Rao, Vegnish Rao Paramesura |
| building | IIUM Repository |
| collection | Online Access |
| description | 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% |
| first_indexed | 2025-11-14T17:46:58Z |
| format | Proceeding Paper |
| id | iium-79715 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:46:58Z |
| publishDate | 2019 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-797152020-07-15T00:35:45Z http://irep.iium.edu.my/79715/ Design and development of facial recognitionbased library management system (FRLMS) Rao, Vegnish Rao Paramesura Puwakpitiyage, Chamode Anjana Hewawasam Abdulkareem Shafiq, Dalia Islam, Farhana Handayani, Dini Oktarina Dwi Yaacob, Hamwira Sakti Mantoro, Teddy TK7885 Computer engineering Z665 Library Science. Information Science 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% Institute of Electrical and Electronics Engineers Inc. 2019-04-12 Proceeding Paper NonPeerReviewed application/pdf en http://irep.iium.edu.my/79715/1/79715_Design%20and%20development%20of%20facial_article_conf.%20article.pdf application/pdf en http://irep.iium.edu.my/79715/2/79715_Design%20and%20development%20of%20facial_scopus.pdf 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. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8691086 10.1109/ICCED.2018.00032 |
| spellingShingle | TK7885 Computer engineering Z665 Library Science. Information Science Rao, Vegnish Rao Paramesura Puwakpitiyage, Chamode Anjana Hewawasam Abdulkareem Shafiq, Dalia Islam, Farhana Handayani, Dini Oktarina Dwi Yaacob, Hamwira Sakti Mantoro, Teddy Design and development of facial recognitionbased library management system (FRLMS) |
| title | Design and development of facial recognitionbased library management system (FRLMS) |
| title_full | Design and development of facial recognitionbased library management system (FRLMS) |
| title_fullStr | Design and development of facial recognitionbased library management system (FRLMS) |
| title_full_unstemmed | Design and development of facial recognitionbased library management system (FRLMS) |
| title_short | Design and development of facial recognitionbased library management system (FRLMS) |
| title_sort | design and development of facial recognitionbased library management system (frlms) |
| topic | TK7885 Computer engineering Z665 Library Science. Information Science |
| url | http://irep.iium.edu.my/79715/ http://irep.iium.edu.my/79715/ http://irep.iium.edu.my/79715/ http://irep.iium.edu.my/79715/1/79715_Design%20and%20development%20of%20facial_article_conf.%20article.pdf http://irep.iium.edu.my/79715/2/79715_Design%20and%20development%20of%20facial_scopus.pdf |