• Journal of Applied Optics
  • Vol. 44, Issue 2, 295 (2023)
Yumin CUI1, Liju YIN1,*, Liguo SUI2, Hui ZHOU1, and Yulin DENG1
Author Affiliations
  • 1School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo 255049, China
  • 2Weifang Engineering Vocational College, Weifang 262500, China
  • show less
    DOI: 10.5768/JAO202344.0202001 Cite this Article
    Yumin CUI, Liju YIN, Liguo SUI, Hui ZHOU, Yulin DENG. Compression and reconstruction of photon counting integral imaging[J]. Journal of Applied Optics, 2023, 44(2): 295 Copy Citation Text show less
    Schematic of off-axis distributed sensing system
    Fig. 1. Schematic of off-axis distributed sensing system
    Model of distributed compressed sensing theory
    Fig. 2. Model of distributed compressed sensing theory
    Proposed distributed compression and reconstruction framework
    Fig. 3. Proposed distributed compression and reconstruction framework
    Secondary reconstruction framework of non-reference images
    Fig. 4. Secondary reconstruction framework of non-reference images
    Experimental platform of photon counting-based ODIS
    Fig. 5. Experimental platform of photon counting-based ODIS
    Experimental images
    Fig. 6. Experimental images
    Reconstruction results of different non-reference images at measurement rate of 0.3
    Fig. 7. Reconstruction results of different non-reference images at measurement rate of 0.3
    PSNR and SSIM values of GOP_1 at different measurement rates
    Fig. 8. PSNR and SSIM values of GOP_1 at different measurement rates
    PSNR and SSIM values of GOP_2 at different measurement rates
    Fig. 9. PSNR and SSIM values of GOP_2 at different measurement rates
    PSNR and SSIM values of GOP_3 at different measurement rates
    Fig. 10. PSNR and SSIM values of GOP_3 at different measurement rates
    PSNR and SSIM values of GOP_4 at different measurement rates
    Fig. 11. PSNR and SSIM values of GOP_4 at different measurement rates
    PSNR and SSIM values of GOP_5 at different measurement rates
    Fig. 12. PSNR and SSIM values of GOP_5 at different measurement rates
    Reconstruction results of GOP_2 at measurement rates of 0.25 and 0.4
    Fig. 13. Reconstruction results of GOP_2 at measurement rates of 0.25 and 0.4
    图像OMPJoint-OMPBCS-SPL本文算法
    PSNR/dBSSIMPSNR/dBSSIMPSNR/dBSSIMPSNR/dBSSIM
    GOP_124.38470.542927.07650.605330.19580.747031.00200.7972
    GOP_224.07550.523227.07650.639929.42620.706631.37350.8046
    GOP_327.12710.563329.69630.657831.38350.759933.24330.8280
    GOP_427.26660.563230.84250.668331.43130.733633.81060.8032
    GOP_524.27780.488527.14740.578329.55820.704432.51050.7830
    平均值25.42630.536228.36780.629930.39900.730332.38800.8032
    平均运行时间/s3.49085.91543.19564.0201
    Table 1. PSNR and SSIM values for image reconstruction results at measurement rate of 0.3
    测量率OMPJoint-OMPBCS-SPL本文算法
    PSNR/dBSSIMPSNR/dBSSIMPSNR/dBSSIMPSNR/dBSSIM
    0.2022.07950.448624.88830.497226.27480.582228.53400.6651
    0.2523.94050.471526.54620.540628.38530.645330.86430.7515
    0.3025.42630.536228.36780.629930.39900.730332.38800.8032
    0.3527.34200.627531.53570.735932.72730.783634.96460.8473
    0.4028.93840.677634.29740.812235.10310.831836.89890.8856
    0.4531.16380.732636.63060.857136.59630.861138.92050.9047
    0.5033.69550.778339.12990.897438.02720.880940.75330.9237
    平均值27.51230.610331.62800.710032.50190.759334.76050.8259
    Table 2. Average PSNR and SSIM values of reconstruction image at different measurement rates
    Yumin CUI, Liju YIN, Liguo SUI, Hui ZHOU, Yulin DENG. Compression and reconstruction of photon counting integral imaging[J]. Journal of Applied Optics, 2023, 44(2): 295
    Download Citation