From: Nonlinear filtering based on 3D wavelet transform for MRI denoising
Algorithm | Test image and noise level | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | T1-weighted MR image | T2-weighted MR image | PD-weighted MR image | ||||||||||||
 | 1% | 3% | 5% | 7% | 9% | 1% | 3% | 5% | 7% | 9% | 1% | 3% | 5% | 7% | 9% |
UNML | 0.984 | 0.926 | 0.869 | 0.814 | 0.763 | 0.987 | 0.941 | 0.895 | 0.852 | 0.814 | 0.985 | 0.934 | 0.880 | 0.829 | 0.783 |
ABONLM | 0.943 | 0.862 | 0.827 | 0.798 | 0.770 | 0.967 | 0.902 | 0.865 | 0.839 | 0.816 | 0.968 | 0.897 | 0.855 | 0.823 | 0.796 |
2DW-BF | 0.967 | 0.929 | 0.931 | 0.896 | 0.873 | 0.991 | 0.948 | 0.899 | 0.867 | 0.856 | 0.997 | 0.930 | 0.881 | 0.836 | 0.830 |
3DW-IBF | 0.989 | 0.934 | 0.921 | 0.913 | 0.908 | 0.989 | 0.942 | 0.916 | 0.901 | 0.882 | 0.988 | 0.946 | 0.903 | 0.890 | 0.855 |