Acta Optica Sinica, Volume. 41, Issue 20, 2011002(2021)

Geometric Correction of Fan-Beam X-Ray Fluorescence CT Based on Local Linear Relationship

Shanghai Jiang1、*, Zhizhen Ma1, Binbin Luo1、**, Mingfu Zhao1, Bin Tang1, Shenghui Shi1, Decao Wu1, Xue Zou1, Zourong Long1, and Mi Zhou2
Author Affiliations
  • 1Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection, Chongqing University of Technology, Chongqing 400054, China
  • 2College of Science, Chongqing University of Technology, Chongqing 400054, China
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    Figures & Tables(14)
    XFCT system. (a) Parallel hole collimated array detector; (b) pinhole collimated array detector
    Fan beam X-ray XFCT schematic
    Deviation of relative position between phantom and detector
    Geometric parameter correction flow chart
    Simulation model and related parameters. (a) Geant4 simulation model; (b) phantom parameters; (c) geometric offset parameters; (d) array detector parameters
    Incident X-ray energy spectrum energy spectrum collected by the fluorescence detection unit. (a) Incident X-ray energy spectrum; (b) energy spectrum collected by the fluorescence detection unit
    Projected sinogram
    Original reconstructed image
    Reconstruction image after offset correction. (a) Reconstructed image after x-axis offset correction; (b) reconstructed image after y-axis offset correction
    Offset parameter varies with the number of iterations. (a) x-axis offset parameter correction; (b) y-axis offset parameter correction
    • Table 1. SpeckCalc parameters

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      Table 1. SpeckCalc parameters

      ParameterValue
      Anode target materialTungsten
      Tube voltage /kVp70
      Beryllium filter thickness /mm0.8
      Aluminum filter thickness /mm1.0
      Copper filter thickness /mm0.4
      Energy resolution /keV0.1
    • Table 2. Geometric parameter error domain and sampling interval

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      Table 2. Geometric parameter error domain and sampling interval

      Parameterx-axis offset /mmy-axis offset /mm
      Error domain[-10, 10][-10, 10]
      Sampling interval0.50.5
    • Table 3. Preset geometric parameters and corrected geometric parameters

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      Table 3. Preset geometric parameters and corrected geometric parameters

      Parameterx-axis offset /mmy-axis offset /mm
      Preset geometric parameter34
      Corrected geometric parameter2.694.37
    • Table 4. Quantitative comparison between the original image and the corrected image

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      Table 4. Quantitative comparison between the original image and the corrected image

      ParameterOriginal reconstructed imageCorrected imagePercentage of parameter change /%
      Information entropy0.71840.6772-5.7
      Average gradient0.12190.13238.5
      Standard deviation20.105121.08894.9
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    Shanghai Jiang, Zhizhen Ma, Binbin Luo, Mingfu Zhao, Bin Tang, Shenghui Shi, Decao Wu, Xue Zou, Zourong Long, Mi Zhou. Geometric Correction of Fan-Beam X-Ray Fluorescence CT Based on Local Linear Relationship[J]. Acta Optica Sinica, 2021, 41(20): 2011002

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    Paper Information

    Category: Imaging Systems

    Received: Apr. 8, 2021

    Accepted: May. 6, 2021

    Published Online: Sep. 30, 2021

    The Author Email: Jiang Shanghai (jiangshanghai@cqut.edu.cn), Luo Binbin (luobinbin@cqut.edu.cn)

    DOI:10.3788/AOS202141.2011002

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