• Laser & Optoelectronics Progress
  • Vol. 59, Issue 10, 1015004 (2022)
Wenqiang Hong and Yan Yang*
Author Affiliations
  • School of Electronics and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, Gansu , China
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    DOI: 10.3788/LOP202259.1015004 Cite this Article Set citation alerts
    Wenqiang Hong, Yan Yang. Image Dehazing Algorithm Based on Exponential Mapping and Adaptive Weight Energy Function[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1015004 Copy Citation Text show less
    Flowchart of algorithm
    Fig. 1. Flowchart of algorithm
    Distribution of dark channel
    Fig. 2. Distribution of dark channel
    Dark channel contrast between hazy and clear images. (a) Hazy image; (b) clear image; (c) contrast of dark channels
    Fig. 3. Dark channel contrast between hazy and clear images. (a) Hazy image; (b) clear image; (c) contrast of dark channels
    Validity analysis of exponential mapping model
    Fig. 4. Validity analysis of exponential mapping model
    Flowchart of optimization method
    Fig. 5. Flowchart of optimization method
    Comparison of experimental effects. (a) Hazy image; (b) method of Ref. [3]; (c) method of Ref. [4]; (d) method of Ref. [11]; (e) method of Ref. [17]; (f) method of Ref. [13]; (g) method of Ref. [14]; (h) proposed method
    Fig. 6. Comparison of experimental effects. (a) Hazy image; (b) method of Ref. [3]; (c) method of Ref. [4]; (d) method of Ref. [11]; (e) method of Ref. [17]; (f) method of Ref. [13]; (g) method of Ref. [14]; (h) proposed method
    NameerHCCTime /sSSIMPSNR
    Ref. [310.9591.6160.16992.7660.560716.4815
    Ref. [1711.0351.5640.24201.6070.798216.7393
    Ref. [414.1251.9420.22964.0400.748015.7026
    Ref. [1121.9431.7630.25513.6010.513014.6643
    Ref. [1315.4611.6790.31414.4370.738618.6626
    Ref. [1412.5041.3480.41085.1600.852218.8265

    method

    Proposed

    19.8461.9720.45213.4950.890719.3273
    Table 1. Objective evaluation index
    Wenqiang Hong, Yan Yang. Image Dehazing Algorithm Based on Exponential Mapping and Adaptive Weight Energy Function[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1015004
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