Acta Photonica Sinica, Volume. 53, Issue 10, 1053409(2024)

Improved Dark Channel Defogging Algorithm for Underground Coal Mines Based on Adaptive Atmospheric Value Correction(Invited)

Lei SONG1... Fan FENG2, Xin LI1, Qiang PENG2, Qiuyun HUANG2, Da LI2, Xing ZHAO2,3, and Lipei SONG23,* |Show fewer author(s)
Author Affiliations
  • 1China Coal(Tianjin)Underground Engineering & Intelligent Research Institute Co.,Ltd., Tianjin 300120, China
  • 2Institute of Modern Optics, Nankai University,Tianjin 300350, China
  • 3Tianjin Key Laboratory of Micro-scale Optical Information Science and Technology,Tianjin 300350, China
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    Figures & Tables(13)
    The process of dehazing algorithm
    Initial dark channel
    Comparison of details with different size windows filtering
    Comparison of processing effects of different window sizes
    The intensity map of R, G and B channels with adaptive atmospheric values
    Modulation of brightness
    Brightness comparison before and after image enhancement
    The image after brightness enhancement
    Modulation of saturation
    The comparison of dehazing
    Comparison of our algorithm with others
    Comparison of different algorithms
    • Table 1. Objective evaluation results of different algorithms for dehazing

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      Table 1. Objective evaluation results of different algorithms for dehazing

      SSIMColor SSIMReference
      SUN0.985 61.987 018
      MR0.988 21.986 411
      SID0.988 71.982 510
      RSD0.987 61.986 512
      Ours0.990 11.989 5
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    Lei SONG, Fan FENG, Xin LI, Qiang PENG, Qiuyun HUANG, Da LI, Xing ZHAO, Lipei SONG. Improved Dark Channel Defogging Algorithm for Underground Coal Mines Based on Adaptive Atmospheric Value Correction(Invited)[J]. Acta Photonica Sinica, 2024, 53(10): 1053409

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    Paper Information

    Category: Special Issue for“the 40th Anniversary of Institute of Modern Optics Nankai University”

    Received: Apr. 18, 2024

    Accepted: Jul. 16, 2024

    Published Online: Dec. 5, 2024

    The Author Email: SONG Lipei (gm_imo@nankai.edu.cn)

    DOI:10.3788/gzxb20245310.1053409

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