On classification of Sentinel-2 satellite images by a neural network ResNet-50

• Published in: Kompʹûternaâ optika Vol. 47; no. 3; pp. 474 - 481
• Main Authors: Bychkov, I.V., Ruzhnikov, G.M., Fedorov, R.K., Popova, A.K., Avramenko, Y.V.
• Format: Journal Article
• Language: English
• Published: Samara National Research University 01.06.2023
• Subjects: classification; image processing; neural networks; remote sensing; sentinel-2

Various combinations of neural network parameters and sets of input data for satellite image classification are considered in the article. The training set is completed with a NDVI (normalized difference vegetation index) and local binary patterns. Testing of classifiers created on a different numbe...