Using deep learning algorithms for texture segmentation of ultra-high resolution satellite images

This paper presents the results of textural segmentation of satellite images with spatial resolution <1 m using U-Net convolutional neural networks. To conduct numerical experiments, a panchromatic image of the WorldView-2 test site on the territory of the Bronnitsky Forestry (Moscow region) used...

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Bibliographic Details
Main Authors: Rusin Dmitry, Alehina Anna, Safonova Anastasia, Dmitriev Egor
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/109/e3sconf_rpers2021_01010.pdf