Laser & Optoelectronics Progress, Volume. 57, Issue 22, 221002(2020)

An Improved Dark Channel Prior Image Dehazing Algorithm Based on Fusion Luminance Model

Yamei Li, Xujia Zhang*, and Bingwang Xie
Author Affiliations
  • Faculty of Electrical and Control Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China
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    Figures & Tables(8)
    Flowchart of the algorithm
    Results of sky segmentation. (a) Haze image; (b) edge detected by Canny operator; (c) final edge of the sky detected
    Transmission comparison map. (a) Original haze image; (b) He's method; (c) our method
    Recovered images corresponding to the different D. (a) D=1; (b) D=2; (c) D=3; (d) D=3.5; (e) D=4; (f) D=5
    Comparison of experimental results. (a) Haze image; (b) He's method; (c) Tarel's method; (d) Meng's method; (e) our method
    • Table 1. Comparison of peak signal-to-noise ratio

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      Table 1. Comparison of peak signal-to-noise ratio

      ImageHe's algorithmMeng's algorithmTarel's algorithmOur algorithm
      City9.247010.794416.949614.2957
      Bridge9.676910.922912.543614.2067
      Tiananmen square11.686914.743611.895615.8250
      Mountain12.050114.696613.375916.1588
    • Table 2. Comparison of structural similarity index

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      Table 2. Comparison of structural similarity index

      ImageHe's algorithmMeng's algorithmTarel's algorithmOur algorithm
      City0.34510.47620.57860.5539
      Bridge0.37120.36890.44790.6824
      Tiananmen square0.69830.80580.61270.8071
      Mountain0.44210.59820.48210.6091
    • Table 3. Comparison of information entropy

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      Table 3. Comparison of information entropy

      ImageOriginal imageHe's algorithmMeng's algorithmTarel's algorithmOur algorithm
      City7.04006.89116.85197.07557.1909
      Bridge7.26157.86496.79557.61407.7816
      Tiananmen square7.64237.61837.41847.54197.6997
      Mountain7.37537.06487.17377.31837.4712
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    Yamei Li, Xujia Zhang, Bingwang Xie. An Improved Dark Channel Prior Image Dehazing Algorithm Based on Fusion Luminance Model[J]. Laser & Optoelectronics Progress, 2020, 57(22): 221002

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    Paper Information

    Category: Image Processing

    Received: Feb. 18, 2020

    Accepted: Mar. 27, 2020

    Published Online: Nov. 5, 2020

    The Author Email: Xujia Zhang (liyamei518@163.com)

    DOI:10.3788/LOP57.221002

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