Data Set Algorithm | Shepp_Logan Phantom sigma = {0.8;1.0;1.3} | Field II Kidney Phantom | Liver | IVUS | 3DUS | ||
---|---|---|---|---|---|---|---|
SAR-BM3D | Number of looks | L | 1 | 1 | 1 | 1 | 1 |
Patch Size | N i | 8 × 8 | 8 × 8 | 8 × 8 | 8 × 8 | 8 × 8 | |
Search_Window | |△ i | | 11 × 11 | 11 × 11 | 11 × 11 | 11 × 11 | 11 × 11 | |
Proposed | Lambda | λ | {30;35;20} | 30 | 30 | 30 | 30 |
Beta | β | {25;25;25} | 25 | 25 | 25 | 25 | |
Bandwidth | h | {0.2;0.2;0.2} | 0.3 | 0.3 | 0.5 | 0.3 | |
Search_Window | |△ i | | {31 × 31;41 × 41;41 × 41} | 31 × 31 | 11 × 11 | 11 × 11 | 11 × 11 | |
Patch_Size | N i | 5 × 5 | 5 × 5 | 7 × 7 | 7 × 7 | 7 × 7 | |
Inner_Iteration | n | 2 | 2 | 2 | 2 | 2 | |
Outer_Iteration | k | 50 | 50 | 50 | 50 | 50 |