Acta Optica Sinica, Volume. 43, Issue 7, 0715001(2023)

Light Field Deconvolution Algorithm for Three-Dimensional Plasma Reconstruction

Heng Zhang1,2,3, Lü Xue1,2, Hua Li3, and Qin Hang1,2、*
Author Affiliations
  • 1Chongqing Key Laboratory of Computational Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
  • 2College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
  • 3Hefei Institute of Physical Science, Chinese Academy of Sciences, Hefei 230031, Anhui, China
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    Figures & Tables(23)
    Visible plasma image and real-time inversion result of EFIT magnetic surface for EAST divertor configuration
    Image edge for three models. (a) Step edge model; (b) ramp edge model; (c) roof edge model
    Variation trend of plasma image edge pixel. (a) Typical optical boundary region of plasma; (b) pixel change in the typical optical boundary region
    Plasma image edge region after gray processing
    Representation of 4D light field
    MLA-based light field imaging system
    Principle of refocusing imaging
    Schematic of optical sectioning system
    Setup of calibration system
    Refocused images of scale for different α. (a) α=8.3; (b) α=17.4; (c) α=27.0; (d) partial enlargement of scale image
    Relationship between α and refocusing depth D
    Process of PSF calibration. (a) Extraction of edge image; (b) gray level curve; (c) LSF and Gaussian fitting curve
    Defocused blurred images and simulation results. (a) Original image 1; (b) defocused image 1; (c) original image 2; (d) defocused image 2
    Images focusing on different locations. (a) Focus on image 1; (b) focus on image 2
    Iterative deconvolution algorithm for solving systems of equations
    Reconstructed images. (a) Reconstructed image 1; (b) reconstructed image 2
    Verification of the effect of the number of sections. (a) Spatial distribution of section images; (b) superimposed images at each depth; (c) reconstruction results with different number of section images
    Verification of the effect of section intervals. (a) Spatial distribution of sections; (b) superimposed images at each depth; (c) reconstruction results with different section intervals
    Flame experiment system
    Refocused flame images
    Reconstruction results based on original images. (a) Reconstructed images; (b) contours
    Reconstruction effect after flat fielding. (a) Reconstructed images; (b) contours
    3D view of section stack. (a) Orthogonal view of section stack; (b) view after rotating 15°; (c) view after rotating 90°
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    Heng Zhang, Lü Xue, Hua Li, Qin Hang. Light Field Deconvolution Algorithm for Three-Dimensional Plasma Reconstruction[J]. Acta Optica Sinica, 2023, 43(7): 0715001

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    Paper Information

    Category: Machine Vision

    Received: Oct. 8, 2022

    Accepted: Nov. 24, 2022

    Published Online: Apr. 6, 2023

    The Author Email: Hang Qin (hangqin@cqupt.edu.cn)

    DOI:10.3788/AOS221789

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