Laser & Optoelectronics Progress, Volume. 57, Issue 6, 061011(2020)

Image Dehazing Method Based on Dark Channel Compensation and Improvement of Atmospheric Light Value

Qiang Gao, Liaolin Hu*, and Xin Chen
Author Affiliations
  • School of Mechanical and Precision Instrument Engineering, Xi'an University of Technology, Xi'an, Shaanxi 710048, China
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    Figures & Tables(10)
    Comparison of dark channel. (a) Haze image; (b) original dark channel; (c) compensated dark channel; (d) original result; (e) compensated result
    Quadtree partition region. (a) Partitioned area; (b) neglected area
    Proposed segmentation method. (a) Partitioned area; (b) combined image
    Atmospheric light value selection. (a) Haze image; (b) method of Ref. [4]; (c) proposed method; (d) result of Ref. [4]; (e) result of proposed method
    Flow of the proposed method
    Four sets of image processing results. (a) Haze images; (b) method of Ref. [6]; (c) method of Ref. [7]; (d) method of Ref. [8]; (e) proposed method
    • Table 1. Average gradient comparison of four image sets

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      Table 1. Average gradient comparison of four image sets

      ImageAverage gradient
      Ref. [6]Ref. [7]Ref. [8]Proposed
      Frist set8.747910.48689.68488.8726
      Second set5.28088.45157.44288.4428
      Third set3.26206.27976.71706.7210
      Fourth set5.65178.35036.01478.2042
    • Table 2. Contrast comparison of four image sets

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      Table 2. Contrast comparison of four image sets

      ImageContrast
      Ref. [6]Ref. [7]Ref. [8]Proposed
      Frist set22.142329.090426.862133.9113
      Second set19.157620.471848.599319.6998
      Third set21.362529.030844.133837.7893
      Fourth set25.421927.452738.032637.9498
    • Table 3. Information entropy comparison of four image sets

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      Table 3. Information entropy comparison of four image sets

      ImageInformation entropy /bit
      Ref. [6]Ref. [7]Ref. [8]Proposed
      Frist set15.687516.157515.872615.5319
      Second set14.606615.067914.674815.0226
      Third set15.131915.070215.207715.1212
      Fourth set13.015314.523515.234514.6263
    • Table 4. Running time of different algorithms

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      Table 4. Running time of different algorithms

      ImageRunning time /s
      Ref. [6]Ref. [7]Ref. [8]Proposed
      Frist set0.89782.20940.47241.2991
      Second set0.87502.04790.27101.2015
      Third set1.41112.35380.40971.4659
      Fourth set1.60233.17340.45721.6046
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    Qiang Gao, Liaolin Hu, Xin Chen. Image Dehazing Method Based on Dark Channel Compensation and Improvement of Atmospheric Light Value[J]. Laser & Optoelectronics Progress, 2020, 57(6): 061011

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    Paper Information

    Category: Image Processing

    Received: Jul. 25, 2019

    Accepted: Aug. 28, 2019

    Published Online: Mar. 6, 2020

    The Author Email: Hu Liaolin (huliaolin@163.com)

    DOI:10.3788/LOP57.061011

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