Optics and Precision Engineering, Volume. 31, Issue 20, 3010(2023)

Polarization parameter partition optimization restoration method for underwater degraded image

Ronghua LI1...2,*, Changye CAI1,2, Shenghui ZHANG1,2, Yunhe XU1,2, and Haotian CAO12 |Show fewer author(s)
Author Affiliations
  • 1College of Mechanical Engineering, Dalian Jiaotong University, Dalian 6028, China
  • 2Dalian Advanced Robot Perception and Control Technology Innovation Center, Dalian 11608, China
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    Figures & Tables(14)
    Schematic diagram of underwater polarization imaging of active light
    Best and worst image fitted to the four-channel polarization image
    Pseudo-color plot of polarization
    Optimize flowcharts of Pscat
    Overall flowchart
    Experimental environment diagram
    Low turbidity underwater experiment 1
    Low turbidity underwater experiment 2
    High turbidity and low light underwater experiment 3
    Three-dimensional histogram of experimental data
    • Table 1. Working environment

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      Table 1. Working environment

      相机传感器分辨率2 248×2 048 px,5.0 MP
      工作温度-20 to 50 ℃
      主动光源Rawray 150W LED灯
      线偏振片USP-50C0.4-38
      高透亚克力水缸

      40 cm,40 cm,50 cm透光度

      达96%以上

      软件平台Matlab2020a
    • Table 2. Experiment 1 image quality comparison

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      Table 2. Experiment 1 image quality comparison

      不同方法对比联合评价指标
      EME↑NIQE↓Contrast↑
      原始光强图1.29515.8823.435
      Schechner方法2.07017.1021.831
      NMI 全局估计2.02415.5884.985
      本文方法2.68414.9917.029
    • Table 3. Experiment 2 image quality comparison

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      Table 3. Experiment 2 image quality comparison

      不同方法对比联合评价指标
      EME↑NIQE↓Contrast↑
      原始光强图0.58216.8245.253
      Schechner方法3.99515.8134.844
      NMI全局估计2.00620.01951.645
      本文方法5.25014.73049.023
    • Table 4. Experiment 3 Image quality comparison

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      Table 4. Experiment 3 Image quality comparison

      不同方法对比联合评价指标
      EME↑NIQE↓Contrast↑
      原始光强图1.36717.7840.149
      Schechner方法2.92920.0770.051
      NMI全局估计4.66117.3430.276
      本文方法5.18917.4811.424
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    Ronghua LI, Changye CAI, Shenghui ZHANG, Yunhe XU, Haotian CAO. Polarization parameter partition optimization restoration method for underwater degraded image[J]. Optics and Precision Engineering, 2023, 31(20): 3010

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    Paper Information

    Category: Information Sciences

    Received: Mar. 29, 2023

    Accepted: --

    Published Online: Nov. 28, 2023

    The Author Email: LI Ronghua (lironghua705@163.com)

    DOI:10.37188/OPE.20233120.3010

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