Bingyuan Wang, Fang Zheng, Jian Jiang, Bo Yang. Method for Removal of Rain and Fog in Single Image[J]. Laser & Optoelectronics Progress, 2020, 57(14): 141027
- Laser & Optoelectronics Progress
- Vol. 57, Issue 14, 141027 (2020)
Fig. 1. Mapping of manifold learning
Fig. 2. Mapping and embedding of LLE algorithm
Fig. 3. Dehazing map and its color histogram. (a) Foggy image; (b) manifold particle filtering for fog removal; (c) color histogram of Fig. 3 (a); (d) color histogram of Fig. 3 (b)
Fig. 4. Architecture of proposed method in this paper
Fig. 5. Original images and test results of each algorithm for synthetic uniform fog and fog in natural scene. (a) Input hazy images; (b) soft matting; (c) GF algorithm; (d) method proposed by He et al.; (e) Retinex algorithm; (f) HF; (g) NBPC+PA; (h) proposed method
Fig. 6. Original images and test results of each algorithm for rain and fog removal. (a) Rain image; (b) Gaussian curvature algorithm; (c) DRN; (d) proposed method
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Table 1. Structural parameter settings of recursive network
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Table 2. Discriminator structural parameter setting
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Table 3. Data obtained by objective evaluation methods for testing images in Fig. 5
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Table 4. Data obtained by objective evaluation methods for natural rain and fog scene for experiments (Fig. 6 )
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