Optics and Precision Engineering, Volume. 30, Issue 10, 1246(2022)

Image dehazing method based on adaptive bi-channel priors

Yutong JIANG*, Zhonglin YANG, Mengqi ZHU, Yi ZHANG, and Lixia GUO
Author Affiliations
  • China North Vehicle Research Institute, Beijing100072, China
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    Figures & Tables(14)
    Flow chart of adaptive bi-channel prior image dehazing method based on superpixel
    Haze-free images, bright channel images and histogram statistics of bright channel values
    Extract white or bright colors and black or dark pixels from hazy and haze-free images
    Extraction results of white or bright and black or dark pixels in fog-free images and composite foggy images
    Histogram statistics and cumulative distribution diagram of error Ew value, Eb value and total error E value
    Influence of soft matting filter on the dehazing result obtained by estimating the transmittance map based on a fixed-size rectangular area
    Haze-free image and images based on dark channel in different regions
    DCP, pixel-based DCP and superpixel-based BiCP method to obtain dehazing results
    Transmittance map and atmospheric light map based on super pixel BiCP dehazing method
    Atmospheric light, transmittance and dehazing results based on the superpixel BiCP and ABiCP methods
    DCP, pixel-based DCP, BiCP and ABiCP methods images dehazing results
    Example images of objective evaluation index of "BIT01" dehazing results obtained by various dehazing methods
    Quantitative comparison of dehazing results on the FRIDA dataset
    • Table 1. Calculation of blind image evaluation index based on dehazing results

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      Table 1. Calculation of blind image evaluation index based on dehazing results

      去雾方法BIT01BIT02BIT03BIT04
      ηγ¯εηγ¯εηγ¯εηγ¯ε
      DCP0.330.990.000.150.990.000.371.080.000.231.210.00
      Pixel-based DCP0.110.940.000.100.870.000.120.910.000.211.160.00
      BiCP0.691.730.000.191.240.030.491.520.022.624.450.00
      ABiCP0.441.580.000.171.320.000.481.460.000.301.800.00
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    Yutong JIANG, Zhonglin YANG, Mengqi ZHU, Yi ZHANG, Lixia GUO. Image dehazing method based on adaptive bi-channel priors[J]. Optics and Precision Engineering, 2022, 30(10): 1246

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    Paper Information

    Category: Information Sciences

    Received: Jul. 8, 2021

    Accepted: --

    Published Online: Jun. 1, 2022

    The Author Email: JIANG Yutong (jiangyutong201@163.com)

    DOI:10.37188/OPE.20223010.1246

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