Chinese Optics Letters, Volume. 21, Issue 7, 071101(2023)

A detail-enhanced sampling strategy in Hadamard single-pixel imaging Editors' Pick

Yan Cai1, Shijian Li1, Wei Zhang1, Hao Wu1, Xuri Yao1,2、*, and Qing Zhao1,2、**
Author Affiliations
  • 1Center for Quantum Technology Research and Key Laboratory of Advanced Optoelectronic Quantum Architecture and Measurements (MOE), School of Physics, Beijing Institute of Technology, Beijing 100081, China
  • 2Beijing Academy of Quantum Information Sciences, Beijing 100193, China
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    Figures & Tables(6)
    Schematic of experimental setup.
    Sampling diagrams in the Hadamard spectral domain for different sampling strategies (p = q = 256, SR = 10%).
    Hadamard pattern-selection strategy. (a) Sampling path of the energy order, p = q = 256; (b) sampling path of the XY order, p = q = 256; (c) probability function graph at different SRs; (d) sampling diagram in the Hadamard spectral domain for our method (XY + PF).
    Detailed reconstruction results of the resolution target and camera man. (a) Two selected detailed areas of the resolution target; (b) closeups of the number part (SR = 10%); (d) shows the SSIMs in the (b) area. (c) Closeups of the stripe part (SR = 10%); (e) shows the SSIMs in the (c) area. (f) Closeups of the tripod part (SR = 10%); (h) shows the SSIMs in the (f) area. (g) Closeups of the face part (SR = 10%); (i) shows the SSIMs in the (g) area.
    Detailed experimental reconstruction results. (a) Selected detailed area of the target object; (b) SSIMs in detailed area; (c) closeups of details (SR = 40%) and intensity profiles of the cross section red and blue lines depicted in (a).
    • Table 1. Generation Time of Different Hadamard Orders and Different Pattern Sizes (64, 128, and 256)

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      Table 1. Generation Time of Different Hadamard Orders and Different Pattern Sizes (64, 128, and 256)

       Time (s)
      Methods64128256
      CC1.99923.730430.785
      TV0.0911.30516.659
      XY0.0380.1150.445
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    Yan Cai, Shijian Li, Wei Zhang, Hao Wu, Xuri Yao, Qing Zhao, "A detail-enhanced sampling strategy in Hadamard single-pixel imaging," Chin. Opt. Lett. 21, 071101 (2023)

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    Paper Information

    Category: Imaging Systems and Image Processing

    Received: Jan. 7, 2023

    Accepted: Apr. 13, 2023

    Posted: Apr. 14, 2023

    Published Online: Jul. 26, 2023

    The Author Email: Xuri Yao (yaoxuri@bit.edu.cn), Qing Zhao (qzhaoyuping@bit.edu.cn)

    DOI:10.3788/COL202321.071101

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