From: Noisy image magnification with total variation regularization and order-changed dictionary learning
Patch size | Dictionary size | |||||
---|---|---|---|---|---|---|
256 | 512 | 1,024 | 256 | 512 | 1,024 | |
σ=5 | σ=10 | |||||
3 | 30.423 | 30.433 | 30.430 | 26.744 | 26.660 | 26.670 |
0.8869 | 0.8857 | 0.8873 | 0.7198 | 0.7197 | 0.7179 | |
5 | 30.422 | 29.883 | 30.437 | 26.660 | 27.567 | 26.572 |
0.8858 | 0.8552 | 0.8879 | 0.7148 | 0.7570 | 0.7113 | |
7 | 30.486 | 29.883 | 30.364 | 26.700 | 27.449 | 26.554 |
0.8896 | 0.8576 | 0.8840 | 0.7173 | 0.7495 | 0.7076 | |
σ=15 | σ=20 | |||||
3 | 22.928 | 22.823 | 22.856 | 19.379 | 19.356 | 19.325 |
0.4474 | 0.4432 | 0.4449 | 0.3381 | 0.3346 | 0.3395 | |
5 | 22.989 | 24.848 | 22.933 | 19.317 | 22.020 | 19.399 |
0.4523 | 0.5323 | 0.4513 | 0.3405 | 0.4493 | 0.3444 | |
7 | 22.853 | 24.881 | 22.821 | 19.357 | 22.013 | 19.237 |
0.4390 | 0.5373 | 0.4417 | 0.3350 | 0.4502 | 0.3347 |