Research Article
Neural Architectures for Correlated Noise Removal in Image Processing
| | | SNR-RMS (the mean value) | SNR (the mean value) | Mean Peak SNR (the mean value) | SSIM (the mean value) |
| | Noisy images versus original images | 7.1013 | 17.0083 | 24.6427 | 0.6868 | | Cleaned images versus original images (NLMF) | 7.5050 | 17.4992 | 25.8548 | 0.6503 | | Cleaned images versus original images (ProbShrink) | 9.6534 | 19.7858 | 27.7324 | 0.8002 | | Cleaned images versus original images (BM3D) | 8.7304 | 18.8084 | 27.6967 | 0.7389 | | Cleaned images versus original images (the proposed method) | 20.8267 | 26.2779 | 34.0215 | 0.9341 |
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