Security Camera Implementation System on Smart Home Using Web-Based Frame Difference Methods
DOI:
https://doi.org/10.33795/jartel.v13i1.537Keywords:
Color detection, frame difference, smart homeAbstract
The development of technology in the field of security has a big impact on people's lives throughout the world. The security is threatened when there is a burglary in the neighborhood. One of the applications of image processing is the frame difference method, which used comparison of the captured image frame circuit according to time order. Frame difference algorithm applied to grayscale image computing using ESP32-CAM cameras for security cameras. This research was developed with a system that can monitor objects detected in real-time by streaming using a website. The ESP32-CAM camera and the PC have a packet loss value of 4.29% and an average delay of 0.3 seconds so that the images captured by the camera can be well received by the PC. The frame difference method with moving objects is used and detected well during the day due to solar lighting, but at night only depends on luminous objects. This method has the disadvantage that when moving objects inhabit the same field of view, the system will define it as movement so that the frame difference method is not adaptive from changes in the captured area.
References
Herdianto, "Perancangan Smart Home dengan Konsep Internet of Things (IoT) Berbasis Smartphone", Jurnal Ilmiah Core IT: Community Research Information Technology, vol. 6.2, 2018.
Pella, S. I. (2021). ”Rancang Bangun dan Analisa Unjuk Kerja Sistem Pengawasan dengan Frame Rate Dinamis Berdasarkan Deteksi Pergerakan”, Media Elektro Journal, 8-14.
D. R. Tadjudin, Ridho, "Implementasi Mobilenetv2 Dan Frame Difference Untuk Penentuan Kecepatan Kendaraan", Jurnal Ilmiah Teknologi Infomasi Terapan, vol. 7.3, pp. 193-204, 2021.
D. H. R. L. Husein A. M, "Motion detect application with frame difference method on a surveillance Camera", Journal of Physics: Conference Serie, vol. 1230, p. 1, 2019.
R. A. Nadafa, "Home security against human intrusion using Raspberry Pi", Procedia Computer Science 167, pp. 1811-1820, 2020.
Yuha, R. A., & Harahap, M, ”Deteksi Gerakan pada Kamera CCTV dengan Algoritma Frame Difference dan Frame Substraction”, In SEMINAR NASIONAL APTIKOM (SEMNASTIK) 2019 (pp. 503-511).
M. F. Khalid, "Human Movement Detection Dengan Accumulative Differences Image", TEKNIMEDIA: Teknologi Informasi dan Multimedia, pp. 1-7, 2020.
Thohari, A. N. A., & Ramadhani, R. D. (2019). ”Sistem Pengawasan Berbasis Deteksi Gerak Menggunakan Single Board Computer”, Jurnal Nasional Teknik Elektro dan Teknologi Informasi, 8(1), 1-6.
Xu, J., Xiong, Z., & Hu, X, "Frame Difference-Based Temporal Loss for Video Stylization", 2021.
R. T. D. Rosmala, "Implementasi Mobilenetv2 dan Frame Difference untuk Penentuan Kecepatan Kendaraan," Jurnal Ilmiah Informasi Terapan, vol. 7, 2021.
Widyanindito, A., & Hanuranto, A. T. (2021). ”Aplikasi Smart Home Untuk Sistem Kendali Peralatan Elektronik Dan Monitoring Rumah Berbasis Android”, Proceedings of Engineering, 8(5).
Artono, B., & Susanto, F. (2018). ”Wireless smart home system menggunakan internet of things”, Jurnal Teknologi Informasi Dan Terapan, 5(1), 17-24.
Wahyudi, R., & Edidas, E. (2022). ”Perancang dan Pembuatan Sistem Keamanan Rumah Berbasis Internet of Things Menggunakan ESP32-CAM”, Jurnal Pendidikan Tambusai, 6(1), 1135-1141.
Al Hakim, A. L., Maulana, I., Wafa, I., & Yulianti, Y. (2021). ”Perancangan Aplikasi Inventaris Gudang Menggunakan Bahasa Program PHP dan Database MySQL Berbasis WEB”, Jurnal Teknologi Sistem Informasi dan Aplikasi, 4(1), 7-13.
Lin, J., Ma, X., Lin, S. C., Yang, J. H., Pradeep, R., & Nogueira, R. (2021, July). ”Pyserini: A Python toolkit for reproducible information retrieval research with sparse and dense representations”, In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 2356-2362).
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Copyright (c) 2023 Mochamad Faiz Irawanto, Azam Muzakhim Imammuddien, Rieke Adriati Wijayanti
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