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Table 3 The average PSNR and SSIM values for different patch and dictionary sizes (3 ×)

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

  1. PSNR, peak signal-to-noise ratio; SSIM, structural similarity.