Acta Optica Sinica, Volume. 45, Issue 6, 0629001(2025)

Underwater Image Recovery under Non-Uniform Illumination Based on Polarimetric Imaging

Haofeng Hu1...2, Xiaotong Fei1, Linghao Shen2 and Xiaobo Li2,* |Show fewer author(s)
Author Affiliations
  • 1School of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China
  • 2School of Marine Science and Technology, Tianjin University, Tianjin 300072, China
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    Figures & Tables(9)
    Flow chart of the proposed algorithm
    Flow chart of homogenization of backscattered light
    Underwater polarization imaging experiment. (a) Experimental setup; (b) real experimental scene
    Comparison of images before and after backscattered light optimization. (a)(d) Original image and its 3D grayscale image; (b)(e) unoptimized backscattered light processing result and its 3D grayscale image; (c)(f) backscattered light homogenization correction result and its 3D grayscale image
    Influence of different fusion parameters on the results. (a) ω=0.8; (b) ω=0.5; (c) ω=0.2; (d) ω=0.1
    Comparison of descattering results with different concentrations
    Comparison of details of descattering results with different concentrations
    Comparison of effects before and after descattering. (a) Intensity image; (b) 3D grayscale image of target region of intensity image; (c) processed image; (d) 3D grayscale image of target region of processed image
    • Table 1. Image quality evaluation results

      View table

      Table 1. Image quality evaluation results

      GroupEvaluationS0Ref. [30]Ref. [26]Ref. [31]Ref. [32]Ref. [23]Ref. [19]Ours
      Low turbidityContrast0.8110.249.0162.4673.8970.7663.6276.04
      EME0.862.947.214.378.239.224.228.36
      AG0.502.141.104.798.498.627.758.85
      EI6.7312.6724.8429.6731.8433.8632.9938.07
      UIQM0.861.161.261.291.391.441.221.42
      Medium turbidityContrast0.8815.0621.4379.7675.1060.8628.26148.87
      EME0.492.226.516.968.338.602.5911.12
      AG0.603.381.628.118.527.905.4612.60
      EI5.8914.5838.1829.4429.9428.9919.4443.53
      UIQM0.871.081.431.231.411.391.081.53
      High turbidityContrast0.8716.7226.0773.1557.0058.8534.3398.16
      EME0.462.116.314.416.527.632.569.38
      AG0.613.611.737.037.637.876.1310.29
      EI5.8214.9542.7730.1226.2228.3121.2234.98
      UIQM0.871.061.441.181.311.371.071.48
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    Haofeng Hu, Xiaotong Fei, Linghao Shen, Xiaobo Li. Underwater Image Recovery under Non-Uniform Illumination Based on Polarimetric Imaging[J]. Acta Optica Sinica, 2025, 45(6): 0629001

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    Paper Information

    Category: Scattering

    Received: Aug. 19, 2024

    Accepted: Oct. 14, 2024

    Published Online: Mar. 24, 2025

    The Author Email: Li Xiaobo (lixiaobo@tju.edu.cn)

    DOI:10.3788/AOS241440

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