Human face recognition system in video stream

• Datum: 2024
• Hauptverfasser: Popereshnyak, S.V., Skoryk, R.O., Kuptsov, D.V., Kravchenko, R.V.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2024
• Schlagworte: 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
• Online Zugang: 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...