• Laser & Optoelectronics Progress
  • Vol. 59, Issue 8, 0810014 (2022)
Xiaoping Yuan, Yanyu Chen*, and Hui Shi
Author Affiliations
  • College of Information Science and Control Engineering, China University of Mining and Technology, Xuzhou , Jiangsu 221116, China
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    DOI: 10.3788/LOP202259.0810014 Cite this Article Set citation alerts
    Xiaoping Yuan, Yanyu Chen, Hui Shi. Improved Image Dehazing Algorithm Based on Haze-line and Dark Channel Prior[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0810014 Copy Citation Text show less
    Flowchart of the proposed algorithm
    Fig. 1. Flowchart of the proposed algorithm
    Comparison of atmospheric light value
    Fig. 2. Comparison of atmospheric light value
    Image dehazing based on dark channel prior. (a) Original image; (b) transmission map; (c) dehazed image
    Fig. 3. Image dehazing based on dark channel prior. (a) Original image; (b) transmission map; (c) dehazed image
    Image dehazing based on haze-line prior. (a) Original image; (b) transmission map; (c) dehazed image
    Fig. 4. Image dehazing based on haze-line prior. (a) Original image; (b) transmission map; (c) dehazed image
    Comparison of transmission maps. (a) Original hazy images; (b) He's algorithm; (c) Berman's algorithm; (d) proposed algorithm
    Fig. 5. Comparison of transmission maps. (a) Original hazy images; (b) He's algorithm; (c) Berman's algorithm; (d) proposed algorithm
    Effect comparison of dehazing algorithms. (a) Original hazy images; (b) He's algorithm; (c) Berman's algorithm; (d) Zhu's algorithm; (e) proposed algorithm
    Fig. 6. Effect comparison of dehazing algorithms. (a) Original hazy images; (b) He's algorithm; (c) Berman's algorithm; (d) Zhu's algorithm; (e) proposed algorithm
    ImageHe’s algorithmBerman’s algorithmZhu’s algorithmProposed algorithm
    111.603112.359413.581615.5421
    210.653410.499115.986216.1926
    313.923613.436517.780518.4362
    411.404411.536616.741317.4580
    510.052113.075314.025614.7548
    612.198210.914815.046816.3734
    Table 1. Comparison of PSNR
    ImageHe’s algorithmBerman’s algorithmZhu’s algorithmProposed algorithm
    112.858713.494712.629415.5487
    213.788614.767511.944716.1392
    314.861315.152314.417517.2534
    414.325912.908711.821615.3032
    513.307413.133511.657214.4581
    615.092414.293612.997815.8976
    Table 2. Comparison of H
    ImageHe’s algorithmBerman’s algorithmZhu’s algorithmProposed algorithm
    10.63150.59460.70030.7571
    20.49400.47020.79210.8673
    30.64290.53110.80580.8311
    40.72280.75270.82420.9228
    50.69550.81630.75660.8582
    60.81640.75390.83210.8537
    Table 3. Comparison of SSIM
    Xiaoping Yuan, Yanyu Chen, Hui Shi. Improved Image Dehazing Algorithm Based on Haze-line and Dark Channel Prior[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0810014
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