Optimization methods for face recognition algorithmes

• Дата: 2025
• Автори: Sitkov, I.P., Glybovets, M.M.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: PROBLEMS IN PROGRAMMING 2025
• Теми: optimization methods; genetic algorithm; convolutional neural networks; face recognition algorithms; UDC 004.8
• Онлайн доступ: 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...