Dianwei Wang, Shunli Li, Pengfei Han, Ying Liu, Jing Jiang, Xincheng Ren. Feature Constraint CycleGAN for Single Image Dehazing Algorithm[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1410017
- Laser & Optoelectronics Progress
- Vol. 58, Issue 14, 1410017 (2021)
Fig. 1. MSE scatter plot of H channel in 1492 image pairs
Fig. 2. Structure of overall network. (a) Forward; (b) reverse
Fig. 3. Structure of generate network
Fig. 4. Structure of discriminant network
Fig. 5. Comparison of dehazing results by different algorithms
Fig. 6. Comparison of dehazing performance between CycleGAN algorithm and the proposed algorithm
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Table 1. Average PSNR/SSIM values for test set
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Table 2. Average PSNR/SSIM values for Middelbury dataset
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