Xueyan Zhang, Yanwei Pang. Multiscale Nonlocal Neural Network for Single Image Deraining[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1410008
- Laser & Optoelectronics Progress
- Vol. 58, Issue 14, 1410008 (2021)
Fig. 1. Proposed network architecture
Fig. 2. Initial module
Fig. 3. Fusion module
Fig. 4. CCA block
Fig. 5. Reconstruction module
Fig. 6. Derained results on Test1200 and Test1000 synthetic dataset. (a) Rain image; (b) DerainNet; (c) DID-MDN; (d) UMRL; (e) proposed method; (f) ground truth
Fig. 7. De-rained results on real-world scenarios. (a) Rain image; (b) DerainNet; (c) DID-MDN; (d) UMRL; (e) proposed method
| ||||||||||||||||||||||
Table 1. Parameter settings of Conv-LSTM module
|
Table 2. Quantitative comparation results of five models on Test1200
|
Table 3. Quantitative evaluation results in terms of PSNR and SSIM
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20