SMART LOCK DOOR MENGGUNAKAN FACE RECOGNITION DENGAN METODE VIOLA-JONES BERBASIS INTERNET of THINGS (IoT)
DOI:
https://doi.org/10.61722/jipm.v3i4.1065Keywords:
Smart Door Locks, Facial Recognition, Viola-Jones Method, and the Internet of ThingsAbstract
Technological advances in the modern era encourage the implementation of digital-based security systems, one of which is a smart door lock system. This study develops a smart lock door system using facial recognition technology with the Viola-Jones method integrated with the Internet of Things (IoT). This system is designed to provide a higher level of security while increasing user convenience in managing door access. The Viola-Jones method was chosen as the main algorithm for detecting faces because of its advantages in speed and detection accuracy. This system is designed to identify the faces of users who have been registered in the database and unlock the door automatically if the user's face is verified. The test results show that the system is able to detect and recognize faces with an accuracy level of 100% with facial samples of 5 different people. However, there are challenges in facial recognition in low-light environments and certain facial positions, which affect the accuracy of the system.
References
Faizani, S. N., & Indriyanti, A. D. (2021). Analisis Pengaruh Technology Readiness terhadap Perceived Usefulness dan Perceived Ease of Use terhadap Behavioral Intention dari Quick Response Indonesian Standard (QRIS) untuk Pembayaran Digital (Studi Kasus: Pengguna Aplikasi e-Wallet Go-Pay, DANA, OV. Journal of Emerging Information System and Business Intelligence (JEISBI), 2(2), 85-93.
https://doi.org/https://ejournal.unesa.ac.id/index.php/JEISBI/article/view/39738
Ibadillah, A. F., Ulum, M., & Safitri, M. (2022). Metode Viola-Jones Rancang Bangun Smart Door Lock Pintu Laboratorium Menggunakan Viola Jones. Multitek Indonesia, 15(2), 1-12.
https://doi.org/https://doi.org/10.24269/mtkind.v15i2.2428
Mujianto, A. H., Sucipto, H., Mashuri, C., Permadi, G. S., & Vitadiar, T. Z. (2020). Implementasi Online Market Place Pada Industri Rumahan Di Desa Mojodanu Ngusikan Jombang. Abidumasy Jurnal Pengabdian Kepada Masyarakat, 1(1), 13-23. https://doi.org/https://doi.org/10.33752/abidumasy.v1i1.651
Nur, M., Sulistyowati, H. S., & Nurrohman, A. (2024). Penerapan Face Recognition Untuk Model Smart Lock Door Berbasis IoT. Jurnal Teknologi Informasi dan Digital, 2(1), 152-166.
Prakarsa, G., Nursyanti, R., & Nasution, V. M. (2023). Prototype dan Implementasi Smart Lock dengan Akses E-KTP untuk Keaamanan Rumah Berbasis Internet Of Things. Explor. J. Sist. Inf. dan Telemat, 14(1), 67.
https://doi.org/https://doi.org/10.36448/jsit.v14i1.3100
Pringgar, R. F., & Sujatmiko, B. (2020). Penelitian Kepustakaan (Library Research) Modul Pembelajaran Berbasis Augmented Reality Pada Pembelajaran Siswa. IT-Edu: Jurnal Information Technology and Education, 5(01), 317-
Sahfitri, I., Simanjuntak, M., & Nurhayati, N. (2021). Penerapan Metode Viola Jones Dalam Sistem Mendeteksi Wajah.
Seminar Nasional Informatika (SENATIKA), 473-480.
Setiawan, I. I., Jaenul, A., & Priyokusumo, D. (2020). Prototipe Sistem Keamanan Rumah Menggunakan Face Recognition Berbasis Raspberry Pi 4. Prosiding Snitt Poltekba, 4(1), 496-501.
Sucipto, A., Wulandari, S. A., Rosyady, A. F., Prasetya, F. R., Prayoga, B., Nugroho, D. A., & Laila, A. F. (2024). Penerapan Sistem Keamanan Otomatis Kunci Pintu Rumah Dengan Microcontroller ESP32 Berbasis Website. Journal of Electrical, Electronic, Mechanical, Informatic and Social Applied Science, 3(1), 1-8.
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