Acta Optica Sinica, Volume. 41, Issue 4, 0411002(2021)

LED Array Position Correction Method Based on Fourier Ptychographic Microscopy

Haifeng Mao, Jufeng Zhao*, Guangmang Cui, and Xiaohui Wu
Author Affiliations
  • School of Electronics and Information, Hangzhou Dianzi University, Hangzhou, Zhejiang 310018, China
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    Figures & Tables(10)
    Setup of FPM system and corresponding schematic diagram. (a) Setup; (b) schematic diagram
    Flowchart of FPM reconstruction algorithm
    Schematic of LED array position error and low-resolution images captured under different conditions. (a) Schematic of LED array position error; (b) bright field imaging range under ideal condition; (c) bright field imaging range under error condition; (d) low-resolution image captured under ideal condition; (e) low-resolution image captured under error condition
    LED array correction method based on genetic annealing algorithm
    Reconstruction results of different correction methods. (a) Original high-resolution intensity image; (b) original high-resolution phase image; (a1)-(c1) original FPM method; (a2)-(c2) PC-FPM method; (a3)-(c3) GA-SAFPM method
    Relationship between RMSE of reconstruction images and number of iterations, and schematic of incident wave position before and after correction. (a) Relationship between reconstructed intensity and number of iterations; (b) relationship between reconstructed phase and number of iterations; (c) corresponding aperture position of the incident wave in the Fourier domain before and after correction
    Reconstruction results of transparent target. (a)(b) low-resolution image and a partially enlarged image captured under central LED illumination; (c) high-resolution intensity image reconstructed by the original FPM method; (d) high-resolution intensity image reconstructed by the PC-FPM method; (e) high-resolution intensity image reconstructed by GA-SAFPM; (f) normalized intensity distribution curve of line track pixels perpendicular to the line pair in the magnified part <xref ref-type="fig" ri
    Reconstruction results of Diqianye samples. (a)(b) Captured low-resolution image and a partial enlarged image; (c)(f) original FPM method; (d)(g) PC-FPM method; (e)(h) GA-SAFPM method
    • Table 1. Objective evaluation results of reconstructed intensity and reconstructed phase images under the different errors

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      Table 1. Objective evaluation results of reconstructed intensity and reconstructed phase images under the different errors

      ParameterMethodTime /sIntensity/PhasePSNR /dBSSIM
      Original FPM19.3236Intensity16.50520.6166
      Phase6.43190.1854
      Δx=0.5mm,Δy=0.5mm,θ=5°,Δh=1mmPC-FPM57.0173Intensity36.37210.9590
      Phase22.85710.9245
      GA-SAFPM42.3671Intensity37.28780.9760
      Phase23.92860.9460
      Original FPM19.9401Intensity15.08410.4734
      Phase5.87140.1038
      Δx=1mm,Δy=1mm,θ=10°,Δh=1.5mmPC-FPM63.9373Intensity29.31320.8972
      Phase20.89170.8927
      GA-SAFPM47.0587Intensity34.29470.9487
      Phase24.10320.9209
      Original FPM19.7237Intensity11.03710.2831
      Phase4.86780.0401
      Δx=1.5mm,Δy=1.5mm,θ=15°,Δh=2mmPC-FPM86.8979Intensity28.91750.8311
      Phase17.49540.8235
      GA-SAFPM51.3260Intensity31.05710.9196
      Phase20.51730.8975
    • Table 2. Comparison results of running time of different methods under different sample experiments

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      Table 2. Comparison results of running time of different methods under different sample experiments

      ExperimentMethodTime /s
      Original FPM145
      USAF (experiment 1)PC-FPM632
      GA-SAFPM421
      Original FPM185
      Diqianye (experiment 2)PC-FPM758
      GA-SAFPM388
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    Haifeng Mao, Jufeng Zhao, Guangmang Cui, Xiaohui Wu. LED Array Position Correction Method Based on Fourier Ptychographic Microscopy[J]. Acta Optica Sinica, 2021, 41(4): 0411002

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    Paper Information

    Category: Imaging Systems

    Received: Aug. 3, 2020

    Accepted: Sep. 24, 2020

    Published Online: Feb. 26, 2021

    The Author Email: Jufeng Zhao (dabaozjf@hdu.edu.cn)

    DOI:10.3788/AOS202141.0411002

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