From: An automatic restoration framework based on GPU-accelerated collateral filtering in brain MR images
Type | Noise | LMMSE | IBF | Proposed | |||
---|---|---|---|---|---|---|---|
PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | ||
Normal | 1% | 34.97 | 0.8513 | 38.04 | 0.9766 | 39.17 | 0.9816 |
3% | 33.34 | 0.8626 | 33.28 | 0.8924 | 34.79 | 0.9027 | |
5% | 30.65 | 0.8042 | 30.51 | 0.8239 | 32.42 | 0.8538 | |
7% | 28.65 | 0.7535 | 28.60 | 0.7711 | 30.53 | 0.7959 | |
9% | 27.03 | 0.7127 | 27.04 | 0.7309 | 29.13 | 0.7585 | |
MS | 1% | 35.09 | 0.8512 | 38.16 | 0.9767 | 39.29 | 0.9830 |
3% | 33.48 | 0.8628 | 33.40 | 0.8928 | 34.87 | 0.9006 | |
5% | 30.79 | 0.8046 | 30.64 | 0.8244 | 32.51 | 0.8540 | |
7% | 28.79 | 0.7541 | 28.73 | 0.7715 | 30.62 | 0.7958 | |
9% | 27.17 | 0.7135 | 27.16 | 0.7315 | 29.21 | 0.7587 |