CD-CTFM: A Lightweight CNN-Transformer Network for Remote Sensing Cloud Detection Fusing Multiscale Features

CD-CTFM: A Lightweight CNN-Transformer Network for Remote Sensing Cloud Detection Fusing Multiscale Features

Clouds in remote sensing images inevitably affect information extraction, which hinders the following analysis of satellite images. Hence, cloud detection is a necessary preprocessing procedure. However, most existing methods have numerous calculations and parameters. In this article, a lightweight...

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Bibliographic Details
Main Authors: Wenxuan Ge, Xubing Yang, Rui Jiang, Wei Shao, Li Zhang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Attention mechanism
cloud detection
deep learning
lightweight network
vision transformer (ViT)
Online Access:https://ieeexplore.ieee.org/document/10420431/

Internet

https://ieeexplore.ieee.org/document/10420431/

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