Acta Optica Sinica, Volume. 40, Issue 22, 2210001(2020)

Improved Image Artifacts Suppression Method for Neutron External CT

Qiang Lin1, Min Yang1、*, Xiaomin Zhang1, Bin Tang2, Bin Liu2, and Heyong Huo2
Author Affiliations
  • 1School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing 100191, China
  • 2Institute of Nuclear Physics and Chemistry, China Academy of Engineering Physics, Mianyang, Sichuan 621900, China
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    Figures & Tables(14)
    Schematic of neutron exterior CT scan
    Schematic of external CT scan phantom. (a) Phantom; (b) scanning process; (c) sinusoidal image
    Images reconstructed by different algorithms. (a) FBP algorithm; (b) SART algorithm
    Calculation method of local directional difference [23]. (a) Coordinate system of local directional difference; (b) calculation method of local directional difference
    Calculation method of local directional difference in improved method. (a) Coordinate system of local directional difference; (b) calculation method of local directional difference
    Reconstruction results of different algorithms. (a) SART algorithm; (b) SART-TV algorithm; (c) SART-WDTV algorithm
    Comparison of reconstruction results of different algorithms. (a) SART-WDTV algorithm; (b) improved SART-WDTV algorithm
    Complete projected sinogram and reconstructed image of gear sample. (a) Complete projected sinogram; (b) reconstructed image
    Reconstruction images of gear sample by different algorithms. (a) Sinogram after symmetrical complement data; (b) FBP algorithm; (c) sinogram obtained by exterior CT scan; (d) SART algorithm
    Gear sample reconstruction image with different algorithms. (a) SART-TV algorithm; (b) SART-WDTV algorithm; (c) improved SART-WDTV algorithm
    Local magnification results of reconstructed images with different algorithms. (a) Complete data reconstruction; (b) SART-TV algorithm; (c) SART-WDTV algorithm; (d) improved SART-WDTV algorithm
    RMSE curves obtained by different reconstruction algorithms
    • Table 1. Parameters of external CT scan phantom

      View table

      Table 1. Parameters of external CT scan phantom

      Scanning modeUnit size of detector /pixelDetector width /pixelScanning angular range /(°)Number of projected viewsPhantom size /(pixel×pixel)
      2D parallel beam11280-360720512×512
    • Table 2. MSE and PSNR of images reconstructed by different algorithms

      View table

      Table 2. MSE and PSNR of images reconstructed by different algorithms

      AlgorithmMSEPSNR
      SART1319.47616.927
      SART-TV1034.75617.982
      SART-WDTV874.63018.713
      Improved SART-WDTV828.18918.950
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    Qiang Lin, Min Yang, Xiaomin Zhang, Bin Tang, Bin Liu, Heyong Huo. Improved Image Artifacts Suppression Method for Neutron External CT[J]. Acta Optica Sinica, 2020, 40(22): 2210001

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    Paper Information

    Category: Image Processing

    Received: Jun. 5, 2020

    Accepted: Jul. 24, 2020

    Published Online: Oct. 25, 2020

    The Author Email: Yang Min (minyang.ndt@buaa.edu.cn)

    DOI:10.3788/AOS202040.2210001

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