Research on Mount Wilson Magnetic Classification Based on Deep Learning

The Mount Wilson magnetic classification of sunspot groups is thought to be meaningful to forecast flares’ eruptions. In this paper, we adopt a deep learning method, CornerNet-Saccade, to perform the Mount Wilson magnetic classification of sunspot groups. It includes three stages, generating object...

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Bibliographic Details
Main Authors: Yuanbo He, Yunfei Yang, Xianyong Bai, Song Feng, Bo Liang, Wei Dai
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Advances in Astronomy
Online Access:http://dx.doi.org/10.1155/2021/5529383