• Laser & Optoelectronics Progress
  • Vol. 57, Issue 22, 221002 (2020)
Yamei Li, Xujia Zhang*, and Bingwang Xie
Author Affiliations
  • Faculty of Electrical and Control Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China
  • show less
    DOI: 10.3788/LOP57.221002 Cite this Article Set citation alerts
    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 Copy Citation Text show less
    Flowchart of the algorithm
    Fig. 1. Flowchart of the algorithm
    Results of sky segmentation. (a) Haze image; (b) edge detected by Canny operator; (c) final edge of the sky detected
    Fig. 2. 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
    Fig. 3. 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
    Fig. 4. 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
    Fig. 5. Comparison of experimental results. (a) Haze image; (b) He's method; (c) Tarel's method; (d) Meng's method; (e) our method
    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 1. Comparison of peak signal-to-noise ratio
    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 2. Comparison of structural similarity index
    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
    Table 3. Comparison of information entropy
    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
    Download Citation