Optimization methods for face recognition algorithmes

• Datum: 2025
• Hauptverfasser: Sitkov, I.P., Glybovets, M.M.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2025
• Schlagworte: optimization methods; genetic algorithm; convolutional neural networks; face recognition algorithms; UDC 004.8
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/766
• Назва журналу: Problems in programming

The paper examines the main drawbacks of modern face recognition algorithms: low processing speed, high sensitivity to image quality and face positioning. A division into three approaches to face recognition algorithms optimization is proposed: optimization of feature weights, algorithm hyperparamet...