Jianwang Gan, Yun Sha, Guoying Zhang. Image Denoising Based on Asymmetric Convolutional Neural Networks[J]. Laser & Optoelectronics Progress, 2020, 57(22): 221018
- Laser & Optoelectronics Progress
- Vol. 57, Issue 22, 221018 (2020)
Fig. 1. Partially synthesized noise images.
Fig. 2. CBDNet model
Fig. 3. CBDNet denoising subnet architecture
Fig. 4. UNet++ architecture
Fig. 5. Improved network model
Fig. 6. Denoising results of image 1. (a) Original image; (b) noise image; (c) CBDNet; (d) improved CBDNet
Fig. 7. Denoising results of image 2. (a) Original image; (b) noise image; (c) CBDNet; (d) improved CBDNet
Fig. 8. Denoising results of image 3. (a) Original image; (b) noise image; (c) CBDNet; (d) improved CBDNet
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Table 1. PSNR of 10 images
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Table 2. SSIM of 10 images
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Table 3. Mean of PSNR and SSIM
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