Automated Classification of Auroral Images with Deep Neural Networks

Automated Classification of Auroral Images with Deep Neural Networks

Terrestrial auroras are highly structured that visualize the perturbations of energetic particles and electromagnetic fields in Earth’s space environments. However, the identification of auroral morphologies is often subjective, which results in confusion in the community. Automated tools are highly...

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Bibliographic Details
Main Authors: Zhiyuan Shang, Zhonghua Yao, Jian Liu, Linli Xu, Yan Xu, Binzheng Zhang, Ruilong Guo, Yong Wei
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Universe
Subjects:
aurora
machine learning
CNNs
transformer
transfer learning
Online Access:https://www.mdpi.com/2218-1997/9/2/96

Internet

https://www.mdpi.com/2218-1997/9/2/96

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