High Power Laser and Particle Beams, Volume. 36, Issue 9, 096004(2024)

Coded-aperture image reconstruction algorithm based on maximum a posteriori estimation

Yurui Qin... Balin Zhu, Zhonghai Wang*, Rong Zhou and Chaowen Yang |Show fewer author(s)
Author Affiliations
  • College of Physics, Sichuan University, Chengdu 610065, China
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    Figures & Tables(15)
    Schematic diagram of coding-aperture imaging
    Point spread function and neighbourhood weight coefficients of the potential function at 3 times the samples
    Too small a neighbourhood range results in lower hotspot values
    Schematic diagram of the penalty coefficient calculation method
    Schematic and photograph of the coded-aperture gamma camera
    Diagram of Monte Carlo simulation
    System response matrix (484×961)
    Experimental platform for precision imaging of γ sources
    MLEM and MAP reconstruction images of 22Na point source with increasing iterations
    2D slices of MLEM and MAP reconstructed images for a 22Na point source with increasing iterations
    Comparison of the mean gradient values and CNRs of reconstructed images using MLEM and MAP algorithms at 300, 500, 800, and 1200 iterations
    Comparison of the reconstruction results of multipoint 22Na sources using MLEM, 3×3 neighbourhood MAP and 5×5 neighbourhood MAP algorithms with the same parameters (δ = 0.003, β = 0.03, 500 iterations)
    2D slices of the MLEM reconstructed image and the MAP reconstructed image when using the L1, L2, and Huber potential functions, respectively, for the same radiation source
    Comparison of the effectiveness between the MLEM and the MAP algorithms when imaging at long distances
    Comparison of the effectiveness between the MLEM and MAP algorithms in a confined environment with disturbance sources
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    Yurui Qin, Balin Zhu, Zhonghai Wang, Rong Zhou, Chaowen Yang. Coded-aperture image reconstruction algorithm based on maximum a posteriori estimation[J]. High Power Laser and Particle Beams, 2024, 36(9): 096004

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    Paper Information

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    Received: May. 8, 2024

    Accepted: Aug. 13, 2024

    Published Online: Oct. 15, 2024

    The Author Email: Wang Zhonghai (zhonghaiwang@scu.edu.cn)

    DOI:10.11884/HPLPB202436.240152

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