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A Bias-free Deep Learning Approach for Automated Sunspot Segmentation

Solar activities significantly influence space weather and the Earth’s environment, necessitating accurate and efficient sunspot detection. This study explores deep learning methods to automate sunspot identification in solar satellite images, keeping personal bias to a minimum. Utilizing observatio...

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Bibliografiske detaljer
Principais autores: Jing Chen, Norbert G. Gyenge, Ye Jiang, Robertus Erdélyi, Jiajia Liu, Yimin Wang
Format: Artigo
Sprog:Inglês
Udgivet: IOP Publishing 2025-01-01
Serier:The Astrophysical Journal
Fag:
Online adgang:https://doi.org/10.3847/1538-4357/adac5e
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