• Laser & Optoelectronics Progress
  • Vol. 57, Issue 14, 141008 (2020)
Zhiheng Chen, Limin Yan*, and Bin Lu
Author Affiliations
  • Microelectronics Research & Development Center, Shanghai University, Shanghai 200444, China
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    DOI: 10.3788/LOP57.141008 Cite this Article Set citation alerts
    Zhiheng Chen, Limin Yan, Bin Lu. Fast and Efficient Real-Time Video Dehazing Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(14): 141008 Copy Citation Text show less
    Implementation process of the algorithm. (a) G0; (b) G1; (c) J'(s); (d) t'(x); (e)t″(x); (f) dehazing image
    Fig. 1. Implementation process of the algorithm. (a) G0; (b) G1; (c) J'(s); (d) t'(x); (e)t″(x); (f) dehazing image
    Schematic diagram of pyramid downward sampling
    Fig. 2. Schematic diagram of pyramid downward sampling
    Flow chart of obtaining the coarse transmittance
    Fig. 3. Flow chart of obtaining the coarse transmittance
    Flow chart of transmittance refinement
    Fig. 4. Flow chart of transmittance refinement
    Visual effects of different algorithms. (a) Haze image; (b) Ref. [2] algorithm; (c) Ref. [4] algorithm; (d) Ref. [6] algorithm; (e) our algorithm
    Fig. 5. Visual effects of different algorithms. (a) Haze image; (b) Ref. [2] algorithm; (c) Ref. [4] algorithm; (d) Ref. [6] algorithm; (e) our algorithm
    Real-time defogging effect of drone aerial video
    Fig. 6. Real-time defogging effect of drone aerial video
    ParameterJ0(x)J1(x)J2(x)
    PSNR /dB17.452316.301414.7321
    MSSIM0.91230.81910.7826
    Running time /s0.8310.0220.014
    Table 1. Comparison result of haze removal effect
    Haze imageAlgorithmTime /msPSNR /dBMSSIM
    Little fogRef.[2]7919.9070.877
    Ref.[4]18915.1910.758
    Ref.[6]22317.5980.648
    proposed2321.1330.884
    ModeratefogRef.[2]6017.1740.841
    Ref.[4]17815.6670.749
    Ref.[6]21219.8790.734
    proposed2420.7230.872
    Heavy fogRef.[2]6117.5140.838
    Ref.[4]19114.5750.767
    Ref.[6]21919.5950.777
    proposed2420.3030.882
    Table 2. Objective evaluation
    Zhiheng Chen, Limin Yan, Bin Lu. Fast and Efficient Real-Time Video Dehazing Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(14): 141008
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