Research Article
Magnetic Resonance Image Denoising Algorithm Based on Cartoon, Texture, and Residual Parts
Table 1
Denoising results of MRI 1 in different ways.
| Results | MSE of MRI 1 | PSNR of MRI 1 |
| Noise variance | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | 0.01 | 0.03 | 0.05 | 0.07 | 0.09 | Wiener filter | 87 | 257 | 422 | 577 | 723 | 28.75 | 24.03 | 21.88 | 20.52 | 19.54 | Hard threshold | 252 | 334 | 425 | 523 | 628 | 24.04 | 22.89 | 21.85 | 20.95 | 20.15 | Soft threshold | 74 | 231 | 382 | 702 | 1043 | 29.44 | 24.49 | 22.31 | 19.67 | 17.94 | Proposed | 73 | 174 | 284 | 399 | 522 | 29.48 | 25.73 | 23.6 | 22.13 | 20.95 |
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