• Acta Optica Sinica
  • Vol. 38, Issue 11, 1115004 (2018)
Huibin Lu1、*, Yanfang Zhao2, Yongjie Zhao2, Shuhuan Wen2、*, Jinrong Ma2, Hak Keung Lam, and Hongbin Wang2
Author Affiliations
  • 1 Key Lab of Information Transmission and Signal Processing of Hebei Province, School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei 0 66004, China
  • 2 Key Lab of Industrial Computer Control Engineering of Hebei Province, Yanshan University, Qinhuangdao, Hebei 0 66004, China
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    DOI: 10.3788/AOS201838.1115004 Cite this Article Set citation alerts
    Huibin Lu, Yanfang Zhao, Yongjie Zhao, Shuhuan Wen, Jinrong Ma, Hak Keung Lam, Hongbin Wang. Image Defogging Based on Combination of Image Bright and Dark Channels[J]. Acta Optica Sinica, 2018, 38(11): 1115004 Copy Citation Text show less
    Different light intensity in different regions
    Fig. 1. Different light intensity in different regions
    Flow chart of image defogging algorithm
    Fig. 2. Flow chart of image defogging algorithm
    (a) Foggy images; (b) dark channel images; (c) bright channel images
    Fig. 3. (a) Foggy images; (b) dark channel images; (c) bright channel images
    Transmittance images and restored images. (a) Initial estimated transmittance images; (b) optimized transmittance images; (c) (d) recovered images from Fig. (a) and (b) respectively
    Fig. 4. Transmittance images and restored images. (a) Initial estimated transmittance images; (b) optimized transmittance images; (c) (d) recovered images from Fig. (a) and (b) respectively
    Foggy images and defogging results of different algorithm. (a) Foggy images; (b) multi-scale Retinex method; (c) method in Ref. [10]; (d) proposed method
    Fig. 5. Foggy images and defogging results of different algorithm. (a) Foggy images; (b) multi-scale Retinex method; (c) method in Ref. [10]; (d) proposed method
    Foggy images and defogging results of different algorithm. (a) Foggy images; (b) multi-scale Retinex method; (c) method in Ref. [10]; (d) proposed method
    Fig. 6. Foggy images and defogging results of different algorithm. (a) Foggy images; (b) multi-scale Retinex method; (c) method in Ref. [10]; (d) proposed method
    IndexOriginal imageMulti-scale RetinexAlgorithm in Ref. [10]Proposed algorithm
    Average103.53129.01112.35138.80
    Variance39.9355.2349.3558.55
    Entropy7.117.147.077.21
    MSE-10011695
    PSNR-65.8363.2861.55
    Table 1. Objective evaluation standards of different algorithms in Fig. 5
    IndexOriginal imageMulti-scale RetinexAlgorithm in Ref. [10]Proposed algorithm
    Average116.80121.1997.22131.21
    Variance40.7648.5540.6150.75
    Entropy7.187.157.057.25
    MSE-9710291
    PSNR-65.0865.7263.71
    Table 2. Objective evaluation standards of different algorithms in Fig. 6
    Huibin Lu, Yanfang Zhao, Yongjie Zhao, Shuhuan Wen, Jinrong Ma, Hak Keung Lam, Hongbin Wang. Image Defogging Based on Combination of Image Bright and Dark Channels[J]. Acta Optica Sinica, 2018, 38(11): 1115004
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