Table 1.
Quantitative evaluation of 48 projection reconstruction results from two simulated cases
Views | FBPConvNet | HDNet | DDNet | FISTA | LEARN | MIST-net | ||
---|---|---|---|---|---|---|---|---|
48 | RMSE↓ | case 1 | 27.1508 | 24.1323 | 24.6031 | 18.1993 | 18.0470 | 16.2775 |
case 2 | 28.7080 | 22.4121 | 29.1107 | 17.7193 | 17.5947 | 15.8242 | ||
PSNR↑ | case 1 | 38.3953 | 39.4190 | 39.2512 | 41.8699 | 41.9429 | 42.8392 | |
case 2 | 37.0957 | 39.2461 | 36.9747 | 41.2868 | 41.8392 | 42.2693 | ||
SSIM↑ | case 1 | 0.9573 | 0.9625 | 0.9602 | 0.9744 | 0.9760 | 0.9800 | |
case 2 | 0.9647 | 0.9672 | 0.9635 | 0.9752 | 0.9784 | 0.9818 |