TY - GEN
T1 - Facial Recognition-Based Automatic Door Security System Integrated with Internet of Things for Smart Home Actualization
AU - Indrawan, Billy
AU - Alzamora, Deanova Ghivari
AU - Rahmatullah, Muhammad Shiddiq
AU - Wikarta, Alief
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2023
Y1 - 2023
N2 - Conventional door lock uses physical keys, which is a well-known technology but it also has its flaws, including the possibility of getting stolen, misplaced, lost, or even getting duplicated. The popular solution to that is to use biometrics data, but most of them require special hardware that needs direct contact. Conventional door lock also doesn’t have any means of control and monitor for the owner, and when a crime happens it often doesn’t have enough evidence for an investigation to proceed. Therefore, we designed a system that can replace physical keys, has multiple layers of automatic security system, gives access to control and monitor, and also helps with criminal investigations. From the research and experiment conducted, it is obtained that the door security system using face recognition can replace physical keys with a false rate as low as 0%. The system has multiple layers of automatic security system as a smart home actualization. The system provides access to control and monitor for the owner with an average time response of 0.553 s while also unaffected by the distance. The security system can also help crime investigations by providing evidence through images and videos taken by the system.
AB - Conventional door lock uses physical keys, which is a well-known technology but it also has its flaws, including the possibility of getting stolen, misplaced, lost, or even getting duplicated. The popular solution to that is to use biometrics data, but most of them require special hardware that needs direct contact. Conventional door lock also doesn’t have any means of control and monitor for the owner, and when a crime happens it often doesn’t have enough evidence for an investigation to proceed. Therefore, we designed a system that can replace physical keys, has multiple layers of automatic security system, gives access to control and monitor, and also helps with criminal investigations. From the research and experiment conducted, it is obtained that the door security system using face recognition can replace physical keys with a false rate as low as 0%. The system has multiple layers of automatic security system as a smart home actualization. The system provides access to control and monitor for the owner with an average time response of 0.553 s while also unaffected by the distance. The security system can also help crime investigations by providing evidence through images and videos taken by the system.
KW - Door lock
KW - Face recognition
KW - False acceptance rate (FAR)
KW - False rejection rate (FRR)
KW - Security System
UR - http://www.scopus.com/inward/record.url?scp=85137086365&partnerID=8YFLogxK
U2 - 10.1007/978-981-19-0867-5_43
DO - 10.1007/978-981-19-0867-5_43
M3 - Conference contribution
AN - SCOPUS:85137086365
SN - 9789811908668
T3 - Lecture Notes in Mechanical Engineering
SP - 360
EP - 368
BT - Recent Advances in Mechanical Engineering - Select Proceedings of ICOME 2021
A2 - Tolj, Ivan
A2 - Reddy, M.V.
A2 - Syaifudin, Achmad
PB - Springer Science and Business Media Deutschland GmbH
T2 - 5th International Conference on Mechanical Engineering, ICOME 2021
Y2 - 25 August 2021 through 26 August 2021
ER -
