Sparse-view CT imaging reconstruction on LIDC-IDRI full resolution
0.0467Reconstruction BiasConditional
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Conditionalnumber of neurons per layer (k)=1282024.05 | 0.0467 | 0.0516 | 57 | |
| UCoSnumber of neurons per layer (k)=322024.05 | 0.0489 | 0.0379 | 15 | |
| UCoSnumber of neurons per layer (k)=642024.05 | 0.0498 | 0.0316 | 27 | |
| UCoSnumber of neurons per layer (k)=1282024.05 | 0.0541 | 0.0262 | 57 | |
| DPSnumber of neurons per layer (k)=642024.05 | 0.0552 | 0.0768 | 99 | |
| DPSnumber of neurons per layer (k)=322024.05 | 0.0605 | 0.068 | 69 | |
| Projnumber of neurons per layer (k)=642024.05 | 0.061 | 0.078 | 237 | |
| Projnumber of neurons per layer (k)=1282024.05 | 0.0616 | 0.0702 | 266 | |
| Conditionalnumber of neurons per layer (k)=642024.05 | 0.0621 | 0.0594 | 27 | |
| Projnumber of neurons per layer (k)=322024.05 | 0.0644 | 0.0667 | 224 | |
| DPSnumber of neurons per layer (k)=1282024.05 | 0.0788 | 0.1723 | 176 | |
| SDE ALDnumber of neurons per layer (k)=322024.05 | 0.1014 | 0.0741 | 35 | |
| SDE ALDnumber of neurons per layer (k)=642024.05 | 0.1042 | 0.1064 | 48 | |
| SDE ALDnumber of neurons per layer (k)=1282024.05 | 0.1044 | 0.0644 | 77 | |
| Conditionalnumber of neurons per layer (k)=322024.05 | 0.2336 | 0.0923 | 15 |