Convolutional Neural Network-Driven Improvements in Global Cloud Detection for Landsat 8 and Transfer Learning on Sentinel-2 Imagery

Convolutional Neural Network-Driven Improvements in Global Cloud Detection for Landsat 8 and Transfer Learning on Sentinel-2 Imagery

A stable and reliable cloud detection algorithm is an important step of optical satellite data preprocessing. Existing threshold methods are mostly based on classifying spectral features of isolated individual pixels and do not contain or incorporate the spatial information. This often leads to misc...

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Bibliographic Details
Main Authors: Shulin Pang, Lin Sun, Yanan Tian, Yutiao Ma, Jing Wei
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
cloud detection
deep learning
transfer learning
Landsat 8
Sentinel-2
Online Access:https://www.mdpi.com/2072-4292/15/6/1706

Internet

https://www.mdpi.com/2072-4292/15/6/1706

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