Table 2.
Average PSNR and SSIM results for various deep learning reconstruction methods.
90 Views | 60 Views | |||
---|---|---|---|---|
PSNR | SSIM | PSNR | SSIM | |
FBPConvNet [13] | 37.611 | 0.921 | 35.578 | 0.896 |
RED-CNN [14] | 37.209 | 0.902 | 34.528 | 0.859 |
DD-Net [22] | 36.380 | 0.912 | 34.424 | 0.892 |
MWCNN [23] | 38.664 | 0.943 | 36.531 | 0.921 |
HDNet (WCNN-based) [29] | 34.506 | 0.900 | 32.259 | 0.869 |
HDNet (Unet-based) [30] | 35.459 | 0.903 | 33.377 | 0.886 |
HDNet (WUnet-based) | 36.750 | 0.924 | 35.132 | 0.904 |
HDNet (MWCNN-based) | 40.204 | 0.956 | 37.718 | 0.938 |