• Laser & Optoelectronics Progress
  • Vol. 57, Issue 8, 080001 (2020)
Hua Zhang1、2, Liangcai Cao1、*, Guofan Jin1, and Brady David2
Author Affiliations
  • 1State Key Laboratory of Precision Measurement Technology and Instrument, Department of Precision Instruments, Tsinghua University, Beijing 100084, China
  • 2Department of Electronic and Computer Engineering, Duke University, Durham, NC 27708, USA
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    DOI: 10.3788/LOP57.080001 Cite this Article Set citation alerts
    Hua Zhang, Liangcai Cao, Guofan Jin, Brady David. Progress on Lensless Digital Holography Imaging Based on Compressive Holographic Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(8): 080001 Copy Citation Text show less
    Mathematical model of compressed sensing
    Fig. 1. Mathematical model of compressed sensing
    Compressed digital holographic model
    Fig. 2. Compressed digital holographic model
    Experimental results. (a) Multi-layer structure of 3D object; (b) point spread functions at different layers; (c) 3D reconstruction using traditional back-propagation algorithm; (d) 3D reconstruction using compressive digital holography
    Fig. 3. Experimental results. (a) Multi-layer structure of 3D object; (b) point spread functions at different layers; (c) 3D reconstruction using traditional back-propagation algorithm; (d) 3D reconstruction using compressive digital holography
    Reconstruction of compressive digital holography without a filter layer
    Fig. 4. Reconstruction of compressive digital holography without a filter layer
    Compressive digital holography. (a) Schematic diagram of filtering mechanism of compressive digital holography; (b) quality of reconstruction varies with the position of the filter layer
    Fig. 5. Compressive digital holography. (a) Schematic diagram of filtering mechanism of compressive digital holography; (b) quality of reconstruction varies with the position of the filter layer
    Digital holography. (a) Recording; (b) reconstruction
    Fig. 6. Digital holography. (a) Recording; (b) reconstruction
    Gabor holographic 3D microscopic imaging system. (a) Schematic diagram of imaging system; (b) captured Gabor hologram
    Fig. 7. Gabor holographic 3D microscopic imaging system. (a) Schematic diagram of imaging system; (b) captured Gabor hologram
    3D multi-layer object reconstruction results. (a) Back-propagation algorithm; (b) traditional compressive digital holographic algorithm; (c) local enlarged image of the reconstruction using block compressive digital holographic algorithm
    Fig. 8. 3D multi-layer object reconstruction results. (a) Back-propagation algorithm; (b) traditional compressive digital holographic algorithm; (c) local enlarged image of the reconstruction using block compressive digital holographic algorithm
    Particle-flowing 3D video imaging system
    Fig. 9. Particle-flowing 3D video imaging system
    Gabor holograms. (a) Oblique illumination; (b) vertical illumination; (c) 3D particle field reconstruction
    Fig. 10. Gabor holograms. (a) Oblique illumination; (b) vertical illumination; (c) 3D particle field reconstruction
    3D particle field reconstruction results. (a) Back-propagation model; (b) single-angle compression digital holographic model; (c) double-angle compression digital hologram
    Fig. 11. 3D particle field reconstruction results. (a) Back-propagation model; (b) single-angle compression digital holographic model; (c) double-angle compression digital hologram
    3D reconstruction results. (a)(b) Microscopic 3D reconstruction results of two particles; (c) particle position varies with time in a 3D particle-flowing field
    Fig. 12. 3D reconstruction results. (a)(b) Microscopic 3D reconstruction results of two particles; (c) particle position varies with time in a 3D particle-flowing field
    ReferenceHologramReconstruction dataForward transfer matrixReconstruction time/h
    Ref. [8]712×712712×712×10(712×712) ×(712×712×10)4
    Ref. [22]900×900900×900×2(900×900)×(900×900×2)1
    Ref. [17]960×600960×600×60(960×600)×(960×600×60)2.5
    Table 1. Computational reconstruction time of several typical compressed digital holograms
    Hua Zhang, Liangcai Cao, Guofan Jin, Brady David. Progress on Lensless Digital Holography Imaging Based on Compressive Holographic Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(8): 080001
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