Research Article
Med-SRNet: GAN-Based Medical Image Super-Resolution via High-Resolution Representation Learning
Table 2
PSNRs for various methods on the constructed database.
| | Datasets | Scale | Bicubic | SRGAN [18] | DCGAN [20] | CGAN [23] | Med-SRNet |
| | Brain | 4 | 26.517 | 28.154 | 28.685 | 29.374 | 29.948 | | 8 | 22.338 | 23.635 | 24.361 | 24.952 | 25.385 |
| | Lung | 4 | 27.338 | 29.162 | 29.548 | 30.356 | 31.164 | | 8 | 23.795 | 25.014 | 25.432 | 25.744 | 26.335 |
| | Abdomen | 4 | 27.902 | 29.634 | 30.597 | 30.673 | 31.106 | | 8 | 24.694 | 25.968 | 26.485 | 26.900 | 27.515 |
| | Bone | 4 | 26.414 | 28.361 | 28.763 | 28.822 | 29.494 | | 8 | 24.478 | 25.657 | 25.528 | 26.165 | 26.536 |
|
|
