• Laser & Optoelectronics Progress
  • Vol. 58, Issue 20, 2010018 (2021)
Chunmiao Wei, Yan Xu*, and Yuan Li
Author Affiliations
  • School of Electronics and Information Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu 730070, China
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    DOI: 10.3788/LOP202158.2010018 Cite this Article Set citation alerts
    Chunmiao Wei, Yan Xu, Yuan Li. Iterative Fusion Defogging Algorithm Based on Wavelet Transform[J]. Laser & Optoelectronics Progress, 2021, 58(20): 2010018 Copy Citation Text show less
    Retinex theory
    Fig. 1. Retinex theory
    Contrast image of MSR defogging results and brightness enhancement results after MSR defogging. (a) Original image; (b) MSR defogging image; (c) MSR defogging image after enhancement
    Fig. 2. Contrast image of MSR defogging results and brightness enhancement results after MSR defogging. (a) Original image; (b) MSR defogging image; (c) MSR defogging image after enhancement
    Contrast images of luminance component V1, V2 and fusion component V'. (a) Luminance component V1; (b) luminance component V2; (c) fusion luminance component V'
    Fig. 3. Contrast images of luminance component V1, V2 and fusion component V'. (a) Luminance component V1; (b) luminance component V2; (c) fusion luminance component V'
    Contrast images of primary fusion and secondary fusion. (a) Original image; (b) first fusion of the defogging image; (c) second fusion of the defogging image
    Fig. 4. Contrast images of primary fusion and secondary fusion. (a) Original image; (b) first fusion of the defogging image; (c) second fusion of the defogging image
    General flow chart of the proposed algorithm
    Fig. 5. General flow chart of the proposed algorithm
    Comparison of experimental results. (a) Original image; (b) algorithm in Ref.[10]; (c) algorithm in Ref.[13]; (d) algorithm in Ref.[14]; (e) algorithm in Ref.[7]; (f) proposed algorithm
    Fig. 6. Comparison of experimental results. (a) Original image; (b) algorithm in Ref.[10]; (c) algorithm in Ref.[13]; (d) algorithm in Ref.[14]; (e) algorithm in Ref.[7]; (f) proposed algorithm
    Objective evaluation results
    Fig. 7. Objective evaluation results
    Wavelet functionHaarDaubechiesBiorthogonalCoifletsSymlets
    Form of expressionHaardbNBior.coifNsymN
    OrthogonalityYesYesNoYesYes
    Double orthogonalityYesYesYesYesYes
    Tight branch collection of sexYesYesYesYesYes
    Filter length22NMax(2Nr, 2Nd)+26N2N
    SymmetryDissymmetryApproximate symmetryApproximate symmetrySymmetrySymmetry
    Table 1. Performance table of common wavelet function
    Chunmiao Wei, Yan Xu, Yuan Li. Iterative Fusion Defogging Algorithm Based on Wavelet Transform[J]. Laser & Optoelectronics Progress, 2021, 58(20): 2010018
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