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Automatic Detection and Classification of Aurora in THEMIS All‐Sky Images

Abstract We report a novel machine‐learning algorithm for automatically detecting and classifying aurora in all–sky images (ASI) that is largely trained without requiring ground–truth labels. By including a small number of labeled images, we are able to automatically label all of the approximately 7...

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Autors principals: Jeremiah W. Johnson, Doğacan Su Öztürk, Donald Hampton, Hyunju K. Connor, Matthew Blandin, Amy Keesee
Format: Artigo
Idioma:Inglês
Publicat: Wiley 2024-12-01
Col·lecció:Journal of Geophysical Research: Machine Learning and Computation
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Accés en línia:https://doi.org/10.1029/2024JH000292
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