Research Article
PSR: Unified Framework of Parameter-Learning-Based MR Image Superresolution
Table 1
The PSNR values of the five groups of samples with parameters
variation (superresolution ratio 1 : 2).
| Balance parameter | Sample 1 | Sample 2 | Sample 3 | Sample 4 | Sample 5 |
| 0.0001 | 32.1147 | 28.7875 | 32.0252 | 30.4382 | 30.1109 | 0.005 | 32.2643 | 28.9049 | 32.0483 | 30.6418 | 30.3621 | 0.01 | 32.2774 | 28.9341 | 32.0550 | 30.6463 | 30.3665 | 0.1 | 32.2431 | 28.8725 | 32.0357 | 30.5912 | 30.3487 | 0.2 | 32.1026 | 28.7828 | 31.9349 | 30.5253 | 30.2482 | 0.3 | 31.9502 | 28.6892 | 31.8094 | 30.4486 | 30.1392 | 0.4 | 31.7931 | 28.5935 | 31.6755 | 30.3667 | 30.0240 | 0.5 | 31.6271 | 28.4894 | 31.5267 | 30.2823 | 29.9142 | 0.6 | 31.4527 | 28.3712 | 31.3588 | 30.1950 | 29.7959 | 0.7 | 31.1624 | 28.1633 | 31.0738 | 30.0590 | 29.6033 | 0.8 | 29.1705 | 26.9047 | 29.2414 | 29.2739 | 28.1618 | 0.9 | 24.4864 | 23.1957 | 25.2566 | 26.5782 | 24.2847 |
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