Cone-Beam Computed Tomography Reconstruction on Walnut-CBCT 30 views
0.877SSIMUnrolled[3D] - ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Unrolled[3D] - oursVRAM=44.70, train - s/step=1.20 x 42026.01 | 0.877 | 31.17 | |
| DRUNet[3D]VRAM=67.50, train - s/step=1.392026.01 | 0.857 | 29.47 | |
| Unrolled[2D] - oursVRAM=15.17, train - s/step=2.562026.01 | 0.855 | 29.37 | |
| DRUNet[2D]VRAM=11.94, train - s/step=0.072026.01 | 0.82 | 28.3 | |
| INR [3D]VRAM=N/A, train - s/step=N/A2026.01 | 0.805 | 29.97 | |
| PnP-αPGD [2D]VRAM=11.94, train - s/step=0.072026.01 | 0.805 | 28.74 | |
| PnP-αPGD [3D]VRAM=67.50, train - s/step=1.392026.01 | 0.803 | 28.63 | |
| TVVRAM=N/A, train - s/step=N/A2026.01 | 0.799 | 27.88 | |
| DPIR [RAM][2D]VRAM=N/A, train - s/step=N/A2026.01 | 0.774 | 28.33 | |
| FDKVRAM=N/A, train - s/step=N/A2026.01 | 0.197 | 18.53 |