Real-time solar image classification: assessing spectral, pixel-based approaches

In order to utilize solar imagery for real-time feature identification and large-scale data science investigations of solar structures, we need maps of the Sun where phenomena, or themes, are labeled. Since solar imagers produce observations every few minutes, it is not feasible to label all images...

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Veröffentlicht in:	arXiv.org 2019-09
Hauptverfasser:	J Marcus Hughes, Hsu, Vicki W, Seaton, Daniel B, Bain, Hazel M, Darnel, Jonathan M, Larisza Krista
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Gaussian distribution Image classification Labels Machine learning Object recognition Physics - Instrumentation and Methods for Astrophysics Physics - Solar and Stellar Astrophysics Pixels Real time Solar imagery
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