Research Article
PSR: Unified Framework of Parameter-Learning-Based MR Image Superresolution
Table 6
Comparison of superresolution PSNR for different block and overlap block training dictionaries (superresolution ratio 1 : 2).
| Block size | Overlap block | Sample 1 | Sample 2 | Sample 3 | Sample 4 | Sample 5 |
| 3 × 3 | 2 | 31.30 | 28.21 | 31.22 | 30.26 | 29.70 | 4 × 4 | 3 | 31.96 | 28.70 | 31.73 | 30.54 | 30.19 | 5 × 5 | 4 | 32.24 | 28.87 | 32.04 | 30.59 | 30.35 | 6 × 6 | 5 | 32.29 | 28.90 | 32.07 | 30.55 | 30.32 | 7 × 7 | 6 | 32.11 | 28.83 | 32.03 | 30.40 | 30.26 | 8 × 8 | 7 | 31.90 | 28.71 | 31.93 | 30.26 | 30.08 | 9 × 9 | 8 | 31.71 | 28.60 | 31.80 | 30.10 | 29.93 | 10 × 10 | 9 | 31.43 | 28.42 | 31.65 | 29.95 | 29.70 |
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