Human face recognition system in video stream

• Опубліковано в: PROBLEMS IN PROGRAMMING
• Дата: 2024
• Випуск: 2-3
• Сторінки: 296-304
• ISSN: 1727-4907
• Автори та афіліації: S.V. Popereshnyak — NTUU "KPI"; R.O. Skoryk — NTUU "KPI"; D.V. Kuptsov — Institute of Software Systems NAS of Ukraine; R.V. Kravchenko — Institute of Software Systems NAS of Ukraine
• Автори: Popereshnyak, S.V., Skoryk, R.O., Kuptsov, D.V., Kravchenko, R.V.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2024
• Теми: face detection; face recognition; live face detection; deep learning; video streaming; Internet of Things; state border; streaming information; software complexes; observability and controllability; UDC 004.4
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/649
• Назва журналу: Problems in programming

In the work, an analysis of detection methods and faces in the video stream and their effectiveness in real time was carried out. Modern algorithms and pre-trained models have been found to be able to recognize faces with high accuracy, but their significant drawback is, in particular, vulnerability...