An ensemble method for cloud mask calculation based on data from the AHI instrument onboard the Himawari-8/9 satellite using convolutional neural networks

An ensemble method for cloud mask calculation based on data from the AHI instrument onboard the Himawari-8/9 satellite using convolutional neural networks

The paper explores a method for calculating a cloud mask based on the use of several convolutional neural network classifiers trained for various observation conditions using a bootstrapping method. An algorithm developed on the basis of this method makes it possible to detect clouds in images obtai...

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Bibliographic Details
Main Authors: A.I. Andreev, S.I. Malkovsky, M.O. Kuchma, Y.A. Shamilova
Format: Article
Language:English
Published: Samara National Research University 2025-06-01
Series:Компьютерная оптика
Subjects:
ahi
himawari
clouds
mask
neural network
bootstrapping. ensemble of classifiers
Online Access:https://computeroptics.ru/eng/KO/Annot/KO49-3/490311e.html
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