Acta Optica Sinica, Volume. 40, Issue 14, 1411001(2020)

An Acceleration Algorithm for Dual-Spectral Computed Tomography Reconstruction

Ting Luo1,2 and Yunsong Zhao2,3、*
Author Affiliations
  • 1School of Police Information Engineering and Cyber Security, People's Public Security University of China, Beijing 100038, China
  • 2School of Mathematical Sciences, Capital Normal University, Beijing, 100048, China
  • 3Beijing Advanced Innovation Center for Imaging Technology, Capital Normal University, Beijing, 100048, China
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    Figures & Tables(9)
    Different spectra and corresponding projections. (a) Spectra; (b) contour lines of projection equations with Fi=4,Gi=1; (c) projections versus Fi; (d) projections versus Gi
    Contour lines of projection equations with diferent weights
    Trajectory of iterative solutions and the curves of the relative errors with different bases. (a) Trajectory curves of 200 iteration solutions; (b) curves of the relative errors with respect to the number of iterations
    Simulated phantom and X-ray spectra used in experiments. (a) Dental phantom; (b) spectra
    Reconstructed images after 6 iterations with the E-ART method and the proposed AE-ART method
    Reconstructed images after 15 iterations with the E-ART method and the proposed AE-ART method
    Profiles of the reconstructed images in Fig.5 and Fig. 6 at the corresponding vertical line shown in Fig.4(a). (a),(b) and (c) Results from 6 iterations shown in Fig.5; (d),(e) and (f) results from 15 iterations shown in Fig.6
    NMAD of the reconstructed images with the E-ART method and the proposed AE-ART method. (a) Results of water images; (b) results of bone images; (c) results of monochromatic images
    • Table 1. Number of algorithm iterations required when the image reaches a certain accuracy

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      Table 1. Number of algorithm iterations required when the image reaches a certain accuracy

      ImagePrecisionNumber of iterations
      E-ARTAE-ART (αangle)AE-ART (αcond)
      Water basis0.03221514
      0.01734948
      Bone basis0.03523635
      0.01>1009494
      60-keVmonochromaticimage0.03322
      0.011066
      0.001805454
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    Ting Luo, Yunsong Zhao. An Acceleration Algorithm for Dual-Spectral Computed Tomography Reconstruction[J]. Acta Optica Sinica, 2020, 40(14): 1411001

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    Paper Information

    Category: Imaging Systems

    Received: Mar. 17, 2020

    Accepted: Apr. 13, 2020

    Published Online: Jul. 23, 2020

    The Author Email: Zhao Yunsong (zhao_yunsong@cnu.edu.cn)

    DOI:10.3788/AOS202040.1411001

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