Laser & Optoelectronics Progress, Volume. 57, Issue 8, 080001(2020)

Progress on Lensless Digital Holography Imaging Based on Compressive Holographic Algorithm

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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    Figures & Tables(13)
    Mathematical model of compressed sensing
    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
    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
    Digital holography. (a) Recording; (b) reconstruction
    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
    Particle-flowing 3D video imaging system
    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
    3D reconstruction results. (a)(b) Microscopic 3D reconstruction results of two particles; (c) particle position varies with time in a 3D particle-flowing field
    • Table 1. Computational reconstruction time of several typical compressed digital holograms

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      Table 1. Computational reconstruction time of several typical compressed digital holograms

      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
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    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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    Paper Information

    Category: Reviews

    Received: Mar. 19, 2020

    Accepted: Apr. 7, 2020

    Published Online: Apr. 20, 2020

    The Author Email: Liangcai Cao (clc@tsinghua.edu.cn)

    DOI:10.3788/LOP57.080001

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