IoT based facial recognition door access control home security system using raspberry pi

The home security system has become vital for every house. Previously, most doors can be open by using traditional ways, such as keys, security cards, password or pattern. However, incidents such as a key loss has led to much worrying cases such as robbery and identity fraud. This has become a signi...

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Bibliographic Details
Published inInternational Journal of Power Electronics and Drive Systems Vol. 11; no. 1; p. 417
Main Authors Radzi, Syafeeza Ahmad, Alif, M.K. Mohd Fitri, Athirah, Y. Nursyifaa, Jaafar, A. S., Norihan, A. H., Saleha, M. S.
Format Journal Article
LanguageEnglish
Published Yogyakarta IAES Institute of Advanced Engineering and Science 01.03.2020
Subjects
Access control
Control systems
Face recognition
Fraud
Internet of Things
Locking systems
Machine learning
Programmable logic controllers
Security management
Security systems
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Summary:The home security system has become vital for every house. Previously, most doors can be open by using traditional ways, such as keys, security cards, password or pattern. However, incidents such as a key loss has led to much worrying cases such as robbery and identity fraud. This has become a significant issue. To overcome this problem, face recognition using deep learning technique was introduced and Internet of Thing (IoT) also been used to perform efficient door access control system. Raspberry Pi is a programmable small computer board and used as the main controller for face recognition, youth system and locking system. The camera is used to capture images of the person in front of the door. IoT system enables the user to control the door access.
ISSN:2088-8694
2722-256X
2088-8694
DOI:10.11591/ijpeds.v11.i1.pp417-424