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Improving the Spatial Resolution of Solar Images Using Generative Adversarial Network and Self-attention Mechanism

  • Authors: Junlan Deng, Wei Song, Dan Liu, Qin Li, Ganghua Lin, and Haimin Wang

2021 The Astrophysical Journal 923 76.

  • Provider: AAS Journals

Caption: Figure 7.

The three rows are a comparison of the power spectrum, scatter plot, and gray histogram between an SR image and GST image on 2020 June 20 at 17:29:57 UT, respectively. The dotted lines in the scatter plot represent the auxiliary lines with slopes of 0.5, 1, and 2. The left column compares the HMI image, reconstructed image, and GST image. The right column compares the HMI image, blurred reconstructed image, and blurred GST image.

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