Deep Learning in Solar Astronomy

by Long Xu, Xin Huang, Yihua Yan

Chapter 1: Introduction

Chapter 2: Classical deep learning models

Chapter 3: Deep learning in solar image classification tasks

Chapter 4: Deep learning in solar object detection tasks

- Active Region (AR) detection

- EUV waves detection

Chapter 5: Deep learning in solar image generation tasks

- Deconvolution of aperture synthesis

- Recovering over-exposed solar image

- Generating magnetogram...

• Format: Paperback
• Language: English
• ISBN: 9811927456
• ISBN13: 9789811927454
• Release Date: May 2022
• Publisher: Springer
• Length: 92 Pages
• Weight: 0.36 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"