A review on deep learning techniques for cloud detection methodologies and challenges

Cloud detection (CD) with deep learning (DL) algorithms has been greatly developed in the applications involving the predictions of extreme weather and climate. In this review, the different conventional CD methods based on threshold, time differentiation, machine learning, and the intelligent algor...

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Veröffentlicht in:	Signal, image and video processing Jg. 15; H. 7; S. 1527 - 1535
Hauptverfasser:	Li, Liyuan, Li, Xiaoyan, Jiang, Linyi, Su, Xiaofeng, Chen, Fansheng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Springer London 01.10.2021 Springer Nature B.V
Schlagworte:	Algorithms Artificial neural networks Clouds Clustering Computer Imaging Computer Science Datasets Deep learning Image Processing and Computer Vision Image segmentation Iterative methods Labels Machine learning Multimedia Information Systems Neural networks Original Paper Pattern Recognition and Graphics Signal,Image and Speech Processing Vision Cloud Detection (CD) Remote sensing images Semantic Segmentation Algorithms (SSAs) Deep Learning (DL)
ISSN:	1863-1703, 1863-1711
Online-Zugang:	Volltext
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