Sparse-view CBCT reconstruction on LUNA16 Chest
31.86PSNR (dB)DeepSparse
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepSparseNumber of projection views=10-View2025.05 | 31.86 | 91.41 | |
| DeepSparseNumber of projection views=8-View2025.05 | 31.14 | 90.76 | |
| DeepSparseNumber of projection views=6-View2025.05 | 30.22 | 89.96 | |
| NeRPNumber of projection views=10-View2025.05 | 26.12 | 69.42 | |
| NeRPNumber of projection views=8-View2025.05 | 25.83 | 67.81 | |
| SARTNumber of projection views=10-View2025.05 | 23.76 | 69.48 | |
| NeRPNumber of projection views=6-View2025.05 | 23.55 | 60.59 | |
| SARTNumber of projection views=8-View2025.05 | 22.8 | 66.24 | |
| NAFNumber of projection views=10-View2025.05 | 22.17 | 52.57 | |
| SARTNumber of projection views=6-View2025.05 | 21.57 | 61.26 | |
| NAFNumber of projection views=8-View2025.05 | 20.51 | 46.09 | |
| NAFNumber of projection views=6-View2025.05 | 18.76 | 39.02 | |
| FDKNumber of projection views=10-View2025.05 | 17.36 | 29.06 | |
| FDKNumber of projection views=8-View2025.05 | 16.54 | 28.05 | |
| FDKNumber of projection views=6-View2025.05 | 15.29 | 27.8 |