Acta Optica Sinica, Volume. 40, Issue 1, 0111025(2020)

Reconstruction of Variable Exponential Regularization for Wide-Field Polarization-Modulated Imaging

Qiong Wu1, Kun Gan1、*, Zhenzhou Zhang1, Zeyang Dou1, Weiping Liu2, and Jichuan Xiong2
Author Affiliations
  • 1Key Laboratory of Photoelectronic Imaging Technology and System, Ministry of Education, School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China
  • 2School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu 210094, China
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    Figures & Tables(18)
    Experimental optical path of wide-field polarization-modulated imaging system
    Model of PSF obtained during polarization-modulated imaging stage
    Dataset for experiments
    Comparison of original and polarimetric images. (a) Original image; (b) sin δ image; (c) φ image
    Comparison of original and polarimetric images. (a)(d) Original images; (b)(e) sin δ images; (c)(f) φ images
    Comparison of polarimetric and FDTD-simulated images. (a) sin δ image; (b) φ image; (c) simulated sin δ image; (d) simulated φ image
    Light-intensity profiles of particle along tangent direction. (a) Original image; (b) polarimetric image; (c) light-intensity change of all pixel points in origin image; (d) light-intensity change of all pixel points in polarimetric image; (e) light-intensity change of particle pixel points in origin image; (f) light-intensity change of particle pixel points in polarimetric image
    Images of Stokes parameters. (a)--(d) Images of S0, S1, S2, and S3 parameters; (e)--(h) one particle extracted from images of S0, S1, S2, and S3 parameters at same place; (i)--(l) images of S0, S1, S2, and S3 parameters obtained from FDTD simulations
    PSF models of polarization-modulated imaging results. (a)--(c) Non-optimized PSF models of original image of sample to be tested, sin δ image, and φ image; (d)--(f) optimized PSF models of original image, sin δ image, and φ image
    Comparison of reconstruction effects of sin δ images by proposed method. (a)(d)(f) Original sin δ images; (b)(e)(g) optimized results by proposed method; (c) image difference between Fig. 10(a) and Fig. 10(b)
    Comparison of reconstruction effects of φ images by proposed method. (a)(d)(f) Original φ images; (b)(e)(g) results of variable exponential optimization; (c) image difference between Fig. 11(a) and Fig. 11(b)
    Comparison of imaging effects among proposed method, TV regularization, and Tikhonov regularization
    PSF models of polarization-modulated imaging results of polyethylene spheres. (a) PSF model of non-optimized sin δ image of sample to be tested; (b) PSF model of non-optimized φ image of sample to be tested; (c) PSF model of optimized sin δ image; (d) PSF model of optimized φ image
    Reconstruction effects of sin δ image by proposed method. (a)(c)(e) Original sin δ image; (b)(d)(f) optimized results by proposed method
    Reconstruction effects of φ image by proposed method. (a)(c)(e) Original φ images; (b)(d)(f) optimized results by proposed method
    Comparison of imaging effects among proposed method, TV regularization, and Tikhonov regularization
    • Table 1. Objectiveevaluation indexes of sin δ and φ images optimized by three methods

      View table

      Table 1. Objectiveevaluation indexes of sin δ and φ images optimized by three methods

      ImageMethodMeanVarianceMSEPSNRMSSIMEntropy
      Raw123.55453.8---7.5
      sin δOurs123.55453.82327.114.50.157.7
      TV126.34761.7537.720.80.177.8
      Tikhonov134.92707.61667.815.90.127.7
      Raw140.85408.0---7.5
      φOurs140.85408.02385.614.40.307.8
      TV141.54687.2560.920.60.177.8
      Tikhonov140.62750.41647.816.10.137.6
    • Table 2. Objectiveevaluation indexes of sin δ and φ images optimized by three methods

      View table

      Table 2. Objectiveevaluation indexes of sin δ and φ images optimized by three methods

      ImageMethodMeanVarianceMSEPSNRMSSIMEntropy
      Raw235.91234.6---6.6
      sin δOurs235.71147.0540.920.80.295.5
      TV229.31167.5161.626.00.265.9
      Tikhonov188.7772.32610.314.00.286.5
      Raw47.91980.1---7.1
      φOurs48.31996.4684.019.80.276.9
      TV54.41893.0142.426.60.307.0
      Tikhonov103.6867.23682.312.50.336.9
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    Qiong Wu, Kun Gan, Zhenzhou Zhang, Zeyang Dou, Weiping Liu, Jichuan Xiong. Reconstruction of Variable Exponential Regularization for Wide-Field Polarization-Modulated Imaging[J]. Acta Optica Sinica, 2020, 40(1): 0111025

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    Paper Information

    Category: Special Issue on Computational Optical Imaging

    Received: Sep. 2, 2019

    Accepted: Nov. 9, 2019

    Published Online: Jan. 6, 2020

    The Author Email: Gan Kun (gaokun@bit.edu.cn)

    DOI:10.3788/AOS202040.0111025

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