Neural and statistical techniques for remote sensing image classification

• Дата: 2026
• Автори: Grypych, Iu., Kussul, N., Kussul, O.
• Формат: Стаття
• Мова: Англійська
• Опубліковано: PROBLEMS IN PROGRAMMING 2026
• Теми: UDC 52(15).003
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/956
• Назва журналу: Problems in programming

This paper examines different approaches to remote sensing images classification. Included in the study are statistical approach, in particular Gaussian maximum likelihood classifier, and two different neural networks paradigms: multilayer perceptron trained with EDBD algorithm, and ARTMAP neural ne...