Color Image Denoising On Darmstadt Noise
Metrics
PSNR (Raw)
PSNR (sRGB)
SSIM (Raw)
SSIM (sRGB)
Results
Performance results of various models on this benchmark
Model Name | PSNR (Raw) | PSNR (sRGB) | SSIM (Raw) | SSIM (sRGB) | Paper Title | Repository |
|---|---|---|---|---|---|---|
| Image Unprocessing | 48.88 | 40.35 | 0.9821 | 0.9641 | Unprocessing Images for Learned Raw Denoising | |
| TWSC | - | 37.94 | - | 0.9403 | A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising | - |
| TNRD | - | 33.65 | - | 0.8306 | Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration | - |
| RIDNet (blind) | - | 39.23 | - | 0.9526 | Real Image Denoising with Feature Attention | |
| CBDNet (Blind) | - | 38.06 | - | 0.9421 | Toward Convolutional Blind Denoising of Real Photographs | |
| PRIDNet (blind) | 48.5 | 39.4 | 0.9806 | 0.9528 | Pyramid Real Image Denoising Network |
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