Ultrasound Speckle Reduction on UterUS noise level = 0.02 (test)
27.8091PSNRNBGL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NBGLProcessing=3D patches2026.06 | 27.8091 | 96.58 | 0.0416 | — | |
| DESD-GANProcessing=2D axial slice-wise2026.06 | 27.1225 | 95.57 | 0.0451 | 8.94 | |
| DU-GANProcessing=2D axial slice-wise2026.06 | 26.0707 | 94.55 | 0.0502 | 8.94 | |
| Bilateral FilterProcessing=3D volumes2026.06 | 25.3897 | 93.43 | 0.0547 | 8.94 | |
| Gaussian FilterProcessing=3D volumes2026.06 | 24.7092 | 91.37 | 0.0594 | 8.94 | |
| BM4DProcessing=3D volumes2026.06 | 23.9852 | 93.79 | 0.0648 | 8.94 | |
| G2CR-FPNProcessing=2D axial slice-wise2026.06 | 23.9368 | 73.43 | 0.0642 | 8.94 | |
| Median FilterProcessing=3D volumes2026.06 | 22.6752 | 85.12 | 0.0748 | 8.94 | |
| Mean FilterProcessing=3D volumes2026.06 | 22.2483 | 83.46 | 0.0787 | 8.94 | |
| Autoencoder-KLProcessing=3D patches2026.06 | 19.7552 | 57.53 | 0.1035 | 8.94 | |
| Speckle2SelfProcessing=2D axial slice-wise2026.06 | 17.0601 | 64.93 | 0.1454 | 8.94 | |
| DDIMProcessing=3D patches2026.06 | 16.0098 | 61.24 | 0.1737 | 8.94 | |
| LIT-FormerProcessing=3D patches2026.06 | 10.6881 | 49.88 | 0.2994 | 8.94 |