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

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...

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Bibliographic Details
Main Authors: I.V. Bychkov, G.M. Ruzhnikov, R.K. Fedorov, A.K. Popova, Y.V. Avramenko
Format: Article
Language:English
Published: Samara National Research University 2023-06-01
Series:Компьютерная оптика
Subjects:
Online Access:https://computeroptics.ru/eng/KO/Annot/KO47-3/470316e.html