Table 7 Comparison of the experimental results of existing publicly available benchmark datasets
From: Cryo-electron microscope image denoising based on the geodesic distance
Denoising Method | Ad2_ts1_Dataset_I_Test_0001 | |||||||
|---|---|---|---|---|---|---|---|---|
σ | ||||||||
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | |
BM3D | 29.47 | 26.32 | 23.49 | 20.92 | 20.19 | 19.58 | 19.22 | 18.99 |
SURE | 29.18 | 24.65 | 22.51 | 21.25 | 20.42 | 19.64 | 19.04 | 18.32 |
Bayes Shrink | 28.24 | 25.35 | 23.72 | 21.29 | 19.89 | 18.79 | 17.42 | 16.46 |
K-SVD | 18.93 | 17.68 | 15.82 | 15.46 | 14.89 | 14.41 | 13.12 | 12.97 |
The Proposed Method | 30.87 | 28.48 | 25.74 | 24.56 | 22.89 | 21.56 | 20.65 | 19.83 |