Salt-And-Pepper Noise Removal 벤치마크
Salt-And-Pepper Noise Removal on Kodak24 Noise Level 50%
PSNR
- 2018-03-12 — Noise2Noise: PSNR 32.27
- 2019-08-18 — CNN (Median Layers): PSNR 34.35
| Rank | Model | PSNR | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | CNN (Median Layers) | 34.35 | Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations | llmpass/medianDenoise | 2019 |
| 2 | Noise2Noise | 32.27 | Noise2Noise: Learning Image Restoration without Clean Data | NVlabs/noise2noise · joeylitalien/noise2noise-pytorch · shivamsaboo17/Deep-Restore-PyTorch · +18 | 2018 |
| 3 | DeepBossting | 19.50 | Deep Boosting for Image Denoising | 2018 | |
| 4 | CNN (Median Layers) | 34.35 | Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations | llmpass/medianDenoise | 2019 |
| 5 | Noise2Noise | 32.27 | Noise2Noise: Learning Image Restoration without Clean Data | NVlabs/noise2noise · joeylitalien/noise2noise-pytorch · shivamsaboo17/Deep-Restore-PyTorch · +18 | 2018 |
| 6 | DeepBossting | 19.50 | Deep Boosting for Image Denoising | 2018 |