• Acta Photonica Sinica
  • Vol. 51, Issue 3, 0311001 (2022)
Liang SHENG1、*, Yanhong ZHANG1, Jianpeng GAO2, Yang LI1, Baojun DUAN1, and Dongwei HEI1
Author Affiliations
  • 1State Key Laboratory of Intense Pulsed Radiation Simulation and Effect,Northwest Institute of Nuclear Technology,Xi'an 710024,China
  • 2Department of Engineering Physics,Tsinghua University,Beijing 100084,China
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    DOI: 10.3788/gzxb20225103.0311001 Cite this Article
    Liang SHENG, Yanhong ZHANG, Jianpeng GAO, Yang LI, Baojun DUAN, Dongwei HEI. Three-dimensional Neutron Imaging Reconstruction Algorithms Research of Pulsed Radiation Sources[J]. Acta Photonica Sinica, 2022, 51(3): 0311001 Copy Citation Text show less
    The 5 projection views of the ellipsoidal radiation source
    Fig. 1. The 5 projection views of the ellipsoidal radiation source
    The three-dimensional image reconstructed results by spherical harmonic decomposition
    Fig. 2. The three-dimensional image reconstructed results by spherical harmonic decomposition
    The difference image and its histogram between the projection image of reconstructed 3D image and ideal 3D image with different noise
    Fig. 3. The difference image and its histogram between the projection image of reconstructed 3D image and ideal 3D image with different noise
    The EM algorithm reconstructed results
    Fig. 4. The EM algorithm reconstructed results
    The difference image and its histogram between the projection image of the MF-OSEM reconstructed 3D image with initial values constrained by SHD and ideal 3D image with different noise
    Fig. 5. The difference image and its histogram between the projection image of the MF-OSEM reconstructed 3D image with initial values constrained by SHD and ideal 3D image with different noise
    AlgorithmPSNRRMSEDKL
    Noise-freeSHD30.185 00.031 0

    0.038 6

    0.043 7

    0.031 8

    0.031 5

    0.151 5

    0.102 8

    0.051 8

    0.049 5

    0.186 2

    0.199 0

    0.084 1

    0.079 8

    OSEM33.782 00.020 5
    MF-OSEM36.437 80.015 1
    MF-OSEM with SHD36.545 40.014 9
    With 2% noiseSHD30.091 60.031 3
    OSEM21.732 70.081 9
    MF-OSEM35.017 50.017 7
    MF-OSEM with SHD35.134 70.017 5
    With 5% noiseSHD29.586 30.033 2
    OSEM18.857 80.199 0
    MF-OSEM33.048 80.022 3
    MF-OSEM with SHD33.245 40.021 8
    Table 1. The comparison of these three-dimensional image reconstruction algorithms
    Liang SHENG, Yanhong ZHANG, Jianpeng GAO, Yang LI, Baojun DUAN, Dongwei HEI. Three-dimensional Neutron Imaging Reconstruction Algorithms Research of Pulsed Radiation Sources[J]. Acta Photonica Sinica, 2022, 51(3): 0311001
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