Face Recognition Based Door Lock System
Keywords:
these smart locks are transforming access control in homes, businessesAbstract
AI-owered face recognition technology is transforming smart door locks by enhancing security, convenience, and personalization[1]. These locks employ sophisticated algorithms to provide precise authentication with liveness detection, enhancing security by minimizing unauthorized access risks [2]. Integration with IoT enables real-time monitoring and automation, while adaptive learning adjusts to appearance changes[3]. By utilizing edge computing for privacy, these smart locks are transforming access control in homes, businesses, and public areas, fostering a safer and more connected environment[4].
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[1] T. Nguyen, B. Lakshmanan, and W. Sheng, “A Smart Security System with Face Recognition,” in Proc. IEEE Int. Conf. Smart Computer, Anaheim, CA, USA, Dec 2018.
[2]K. Maheshwari and N. Nalini, “Facial Recognition Enabled Smart Door Using Microsoft Face API,” in Proc. Int. Conf. Artificial Intelligence, Machine Learning, Chennai, India, May 2017.
[3] R. Saputra and N. Surantha, “Smart and Real-Time Door Lock System for Elderly User Based on Face Recognition,” in Proc. IEEE Int. Conf. Signal Image Process. Apps., Kuala Lumpur, Malaysia, 2021.
[4] N. Tkauc, T. Tran, K. Hernandez-Diaz, and F. Alonso-Fernandez, “Cloud-Based Face and Speech Recognition for Access Control Applications,” IEEE Access, April 2020.
[5] S. Abdullah, “Development of Face Recognition-Based Smart Door Lock,” Int. J. Adv. Sci. Res. Eng, Jul 2021.
[6] V. V. Septyanlie, V. Ikawati, E. Subiyanta, and N. Lestari, “Face Recognition-Based Door Lock Security System Using TensorFlow Lite,” J. Electrical Eng. Computer Sci, 2023.
[7] P. M. Manochitra, S. Sakthivel, K. Kaleeswaran, and S. N. Kumar, "AI-Based Smart Home Security Systems", 1st ed. Springer, 2023.
[8] A. K. Sharma, “Face Recognition for Smart Locking Mechanisms,” in Advances in Computer Vision and Machine Learning, 1st ed, New York: Wiley, 2022.
[9] “Face Recognition in an Intelligent Door Lock with ResNet Model Based on Deep Learning,” IEEE Xplore, 2021.
[10] “Smart Face Recognition Door Lock Using IoT,” ResearchGate, 2022.
[11] R. Gupta, “Face Recognition-Based Smart Door Lock System Using Machine Learning,” M.S. thesis, Dept. Computer Sci., Stanford Univ., CA, USA, 2023.
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