Advanced Method of Land Cover Classification Based on High Spatial Resolution Data and Convolutional Neural Network

Advanced Method of Land Cover Classification Based on High Spatial Resolution Data and Convolutional Neural Network

Based on modern satellite products Planet with high spatial resolution 3 meters, authors of this paper improved the neural network methodology for constructing land cover classification maps based on satellite data of high spatial resolution using the latest architectures of convolutional neural net...

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Bibliographic Details
Main Authors: Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Leonid Shumilo, Mykola Lavreniuk, Alla Lavreniuk, Sergiy Sylantyev, Nataliia Kussul
Format: Article
Language:English
Published: Anhalt University of Applied Sciences 2022-03-01
Series:Proceedings of the International Conference on Applied Innovations in IT
Subjects:
convolution neural network
probability classification
land cover map
urban atlas
smart city
Online Access:https://icaiit.org/paper.php?paper=10th_ICAIIT_1/3_6

Internet

https://icaiit.org/paper.php?paper=10th_ICAIIT_1/3_6

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