Cloud Detection for Satellite Imagery Using Attention-Based U-Net Convolutional Neural Network

Cloud Detection for Satellite Imagery Using Attention-Based U-Net Convolutional Neural Network

Cloud detection is an important and difficult task in the pre-processing of satellite remote sensing data. The results of traditional cloud detection methods are often unsatisfactory in complex environments or the presence of various noise disturbances. With the rapid development of artificial intel...

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Bibliographic Details
Main Authors: Yanan Guo, Xiaoqun Cao, Bainian Liu, Mei Gao
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Symmetry
Subjects:
cloud detection
remote sensing images
U-Net architecture
attention mechanism
deep learning
convolutional neural network
Online Access:https://www.mdpi.com/2073-8994/12/6/1056

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https://www.mdpi.com/2073-8994/12/6/1056

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