Tomographic Reconstruction on Synthetic Evaluation Set (1000 reconstructions)
34.1PSNRLearned Primal Dual
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Learned Primal DualTraining Epochs=650, Image Space=512x512, Batch Size=128, Protocol=Cone-beam acquisition2025.12 | 34.1 | 0.974 | 0.029 | |
| TV-MinimizationRegularization=Grid search for lambda parameter, Protocol=Cone-beam acquisition2025.12 | 29.1 | 0.913 | 0.0431 | |
| TikhonovRegularization=Grid search for lambda parameter, Protocol=Cone-beam acquisition2025.12 | 23.2 | 0.91 | 0.0653 | |
| FDKDescription=Unregularized baseline reconstruction, Protocol=Cone-beam acquisition2025.12 | 11.2 | 0.726 | 0.157 |