| dc.contributor.author | Kussul, Nataliya | |
| dc.contributor.author | Skakun, Serhiy | |
| dc.contributor.author | Kussul, OIga | |
| dc.coverage.spatial | Брест | ru_RU |
| dc.date.accessioned | 2023-11-24T06:27:23Z | |
| dc.date.available | 2023-11-24T06:27:23Z | |
| dc.date.issued | 2006 | |
| dc.identifier.citation | Kussul, N. Comparative Analysis of Neural Networks and Statistical Approaches to Remote Sensing Image Classification / Nataliya Kussul, Serhiy Skakun, Olga Kussul // International Conference on Neural Networks and Artificial Intelligence : proceedings, Brest, 31 May – 2 June, 2006 / Edited: V. Golovko [et al.]. – Brest : BSTU, 2006. – P. 175–181 : il. – Bibliogr.: p. 180–181 (23 titles). | ru_RU |
| dc.identifier.uri | https://rep.bstu.by/handle/data/37189 | |
| dc.description | Куссуль Наталья, Скакун Сергей, Куссуль Ольга. Сравнительный анализ нейронных сетей и статистических подходов к классификации изображений дистанционного зондирования | ru_RU |
| dc.description.abstract | This paper examines different approaches to remote sensing images classification. Included in the study are statistical approach, namely Gaussian maximum likelihood classifier, and two different neural networks paradigms: multilayer pcreeptron trained with EDBD algorithm, and ARTMAP neural network. These classification methods are compared on data acquired from Landsat-7 satellite. Experimental results showed that to achieve better performance of classifiers modular neural networks and committee machines should be applied. | ru_RU |
| dc.language.iso | ru | ru_RU |
| dc.publisher | BrSTU | ru_RU |
| dc.subject | remote sensing image classification | ru_RU |
| dc.subject | классификация изображений дистанционного зондирования | ru_RU |
| dc.subject | neural networks | ru_RU |
| dc.subject | нейронные сети | ru_RU |
| dc.subject | statistical methods | ru_RU |
| dc.subject | статистические методы | ru_RU |
| dc.subject | Landsat-7 satellite | ru_RU |
| dc.subject | спутник Landsat-7 | ru_RU |
| dc.title | Comparative Analysis of Neural Networks and Statistical Approaches to Remote Sensing Image Classification | ru_RU |
| dc.title.alternative | Сравнительный анализ нейронных сетей и статистических подходов к классификации изображений дистанционного зондирования | ru_RU |
| dc.type | Научный доклад (Working Paper) | ru_RU |
