Research Article
Magnetic Resonance Image Denoising Algorithm Based on Cartoon, Texture, and Residual Parts
Table 3
Denoising results of MRI 3 in different ways.
| Results | MSE of MRI 3 | PSNR of MRI 3 |
| Noise variance | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | Wiener filter | 85 | 256 | 423 | 583 | 730 | 28.85 | 24.05 | 21.87 | 20.48 | 19.5 | Hard threshold | 232 | 311 | 404 | 510 | 618 | 24.45 | 23.2 | 22.07 | 21.06 | 20.22 | Soft threshold | 230 | 339 | 393 | 728 | 797 | 24.5 | 22.81 | 22.19 | 19.5 | 19.11 | Proposed | 68 | 167 | 278 | 400 | 530 | 29.85 | 25.9 | 23.7 | 22.11 | 20.89 |
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