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Acta Optica Sinica, Volume. 40, Issue 9, 0910002(2020)

Fine Magnification of Solar Small-Scale Structures in NVST High-Resolution Images

Xiaoxiao Wang1, Zhenhong Shang1,3、*, and Zhenping Qiang2
Author Affiliations
  • 1Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan 650500, China
  • 2College of Big Data and Intelligent Engineering, Southwest Forestry University, Kunming, Yunnan 650224, China
  • 3Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology, Kunming,Yunnan 650500, China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (10)
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    Figures & Tables(10)
    Operating process. (a) 2×2 Binning; (b) 4×4 Binning

    Fig. 1. Operating process. (a) 2×2 Binning; (b) 4×4 Binning

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    Architecture of proposed network

    Fig. 2. Architecture of proposed network

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    Architecture of RDB

    Fig. 3. Architecture of RDB

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    Visual effect images and residual images. (a) 2×magnification; (b) 4×magnification

    Fig. 4. Visual effect images and residual images. (a) 2×magnification; (b) 4×magnification

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    Residual distribution. (a) 2×magnification; (b) 4×magnification

    Fig. 5. Residual distribution. (a) 2×magnification; (b) 4×magnification

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    Curves of RMS. (a) 2× magnification; (b) 4× magnification

    Fig. 6. Curves of RMS. (a) 2× magnification; (b) 4× magnification

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    Correlation diagrams. (a) 2×magnification; (b) 4×magnification

    Fig. 7. Correlation diagrams. (a) 2×magnification; (b) 4×magnification

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    Curves of PSNR/SSIM. (a) 2×magnification; (b) 4×magnification

    Fig. 8. Curves of PSNR/SSIM. (a) 2×magnification; (b) 4×magnification

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    Power spectra. (a) 2×magnification; (b) 4×magnification

    Fig. 9. Power spectra. (a) 2×magnification; (b) 4×magnification

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    Visual effect images of magnified actual observations. (a) 2×magnification; (b) 4×magnification

    Fig. 10. Visual effect images of magnified actual observations. (a) 2×magnification; (b) 4×magnification

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    Xiaoxiao Wang, Zhenhong Shang, Zhenping Qiang. Fine Magnification of Solar Small-Scale Structures in NVST High-Resolution Images[J]. Acta Optica Sinica, 2020, 40(9): 0910002

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    Paper Information

    Category: Image Processing

    Received: Dec. 10, 2019

    Accepted: Jan. 17, 2020

    Published Online: May. 6, 2020

    The Author Email: Zhenhong Shang (shangzhenhong@126.com)

    DOI:10.3788/AOS202040.0910002

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology