Towards the Identification and Classification of Solar Granulation Structures Using Semantic Segmentation

Towards the Identification and Classification of Solar Granulation Structures Using Semantic Segmentation

Solar granulation is the visible signature of convective cells at the solar surface. The granulation cellular pattern observed in the continuum intensity images is characterised by diverse structures e.g., bright individual granules of hot rising gas or dark intergranular lanes. Recently, the access...

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Bibliographic Details
Main Authors: S. M. Díaz Castillo, A. Asensio Ramos, C. E. Fischer, S. V. Berdyugina
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
solar physics
solar granulation
photosphere–convection
dense segmentation
deep learning–artificial neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fspas.2022.896632/full

Internet

https://www.frontiersin.org/articles/10.3389/fspas.2022.896632/full

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