Acta Optica Sinica, Volume. 44, Issue 3, 0334002(2024)

Neutron Displaced Computed Tomography Scanning Imaging Method Considering Calibration Error of Center of Rotation

Qiang Lin1, Zeming Ma2, Bin Liu3, Wenjian Wang1, Haohao Ding1, and Min Yang4、*
Author Affiliations
  • 1Tribology Research Institute, State Key Laboratory of Rail Transit Vehicle System, Southwest Jiaotong University, Chengdu 610031, Sichuan , China
  • 2Tangshan Institute, Southwest Jiaotong University, Tangshan 063000, Hebei , China
  • 3Institute of Nuclear Physics and Chemistry, China Academy of Engineering Physics, Mianyang 621900, Sichuan , China
  • 4School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
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    Figures & Tables(17)
    Principle of symmetry of parallel-beam projection data. (a) Parallel-beam CT scanning; (b) projection sinogram
    Schematic diagram of COR calibration algorithm under displaced CT scanning. (a) Detector unit position; (b) symmetric transformation of projection data
    Projection images with noise from different views. (a) 0; (b) 90°; (c) 180°; (d) 270°
    COR calibration results with different displaced sizes
    Redundancy and weighting function of projection data under displaced scanning[32]
    Reconstruction results of SCD algorithm and PDP algorithm. (a) Supplementary projection data; (b) reconstruction result of SCD algorithm; (c) projection weighted processing; (d) reconstruction result of PDP algorithm
    Error analysis of SCD reconstruction algorithm. (a) Supplementary projection data; (b) ideal result of ROI-1; (c) supplementary result of ROI-1; (d) ideal result of ROI-2; (e) supplementary result of ROI-2
    CT reconstruction results of SCD algorithm. (a) Result of SCD algorithm; (b) ROI results
    CT reconstruction results of PDP algorithm. (a) Projection processing; (b) result of PDP algorithm; (c) ROI reconstruction results
    Comparison of image quality reconstructed by different algorithms. (a) SSIM; (b) PSNR; (c) AG; (d) SF
    Comparison of image quality under different COR positions. (a) SSIM; (b) PSNR; (c) AG; (d) SF
    Displaced scanning projection data of the sample. (a) 0; (b) 90°; (c) 180°; (d) 270°; (e) projection sinogram; (f) D(s) curve
    Projection sinograms and reconstructed image of Mg-Al alloy sample under displaced scanning. (a) Projection sinogram; (b) sinogram after WANG weighted function preprocessing; (c) reconstructed image
    Reconstructed images and volume rendering results of Mg-Al alloy sample
    • Table 1. Calculated results of COR with different noise intensities

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      Table 1. Calculated results of COR with different noise intensities

      Noised sinogramProfile of PsDsσNErrorReconstructed image
      000.10
      510000.03
      1020000.14
      1530000.32
      2040000.29
    • Table 2. Comparison of calculation results between OAC method and the proposed algorithm

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      Table 2. Comparison of calculation results between OAC method and the proposed algorithm

      Noise levelError for OAC methodError for proposed method
      00000.10
      1510001.00.03
      21020002.00.14
      31530001.00.32
      42040005.00.29
    • Table 3. Phantom and computer simulation parameters

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      Table 3. Phantom and computer simulation parameters

      Scanning modeDetector unit sizeReconstructed image sizeNumber of projectionCOR
      Parallel beam1800(width)×800(height)720200
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    Qiang Lin, Zeming Ma, Bin Liu, Wenjian Wang, Haohao Ding, Min Yang. Neutron Displaced Computed Tomography Scanning Imaging Method Considering Calibration Error of Center of Rotation[J]. Acta Optica Sinica, 2024, 44(3): 0334002

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    Paper Information

    Category: X-Ray Optics

    Received: Aug. 1, 2023

    Accepted: Oct. 30, 2023

    Published Online: Feb. 21, 2024

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

    DOI:10.3788/AOS231333

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