图像

噪声水平

KSVD

NCSR

BM3D

WNNM

Our

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

Lena

10

34.65/0.889

35.85/0.916

35.93/0.917

36.03/0.917

36.74/0.928

30

30.75/0.803

31.06/0.846

31.26/0.845

31.43/0.850

32.03/0.869

50

27.86/0.734

28.90/0.802

29.05/0.799

29.24/0.806

29.84/0.827

100

24.48/0.643

25.71/0.728

25.95/0.709

26.20/0.725

26.80/0.752

Airplane

10

32.03/0.874

33.40/0.925

33.33/0.926

33.64/0.927

34.65/0.886

30

26.68/0.784

27.53/0.841

27.56/0.837

27.83/0.843

30.28/0.826

50

24.68/0.713

24.93/0.775

25.10/0.772

25.43/0.785

28.17/0.785

100

20.79/0.597

21.83/0.677

21.11/0.671

22.55/0.685

24.98/0.708

Peppers

10

34.24/0.923

34.78/0.927

34.68/0.928

34.95/0.930

34.97/0.878

30

28.79/0.837

29.10/0.849

29.28/0.850

29.49/0.857

31.41/0.825

50

25.95/0.766

26.82/0.800

26.68/0.794

26.91/0.801

29.34/0.793

100

21.80/0.623

22.84/0.701

23.39/0.688

23.46/0.698

26.19/0.721

House

10

32.03/0.848

36.80/0.920

36.71/0.922

36.95/0.923

36.98/0.931

30

28.65/0.789

32.07/0.846

32.09/0.848

32.52/0.852

32.65/0.861

50

26.39/0.728

29.62/0.819

29.69/0.812

30.32/0.823

30.34/0.822

100

24.89/0.672

25.56/0.736

25.87/0.720

26.68/0.754

26.76/0.755

Monarch

10

33.31/0.941

34.51/0.957

34.12/0.956

35.03/0.960

35.68/0.965

30

27.61/0.843

28.46/0.889

28.36/0.882

28.92/0.893

28.96/0.896

50

24.49/0.768

25.73/0.828

25.82/0.820

26.32/0.835

26.33/0.836

100

21.39/0.618

22.11/0.708

22.52/0.702

22.95/0.726

22.98/0.731

Starfish

10

33.26/0.912

33.65/0.935

33.30/0.932

33.99/0.937

34.12/0.938

30

26.13/0.758

27.78/0.830

27.65/0.829

28.08/0.835

28.14/0.832

50

24.79/0.657

25.07/0.744

25.04/0.743

25.44/0.759

25.51/0.759

100

21.83/0.576

21.67/0.604

22.10/0.605

22.23/0.616

22.24/0.620

Barbara

10

34.13/0.940

35.00/0.943

34.98/0.942

35.51/0.945

35.84/0.943

30

27.83/0.837

29.62/0.868

29.81/0.869

30.31/0.881

30.36/0.881

50

25.89/0.763

26.99/0.794

27.23/0.795

27.79/0.820

27.84/0.822

100

21.98/0.549

23.20/0.640

23.62/0.643

24.37/0.686

24.37/0.691

Boat

10

33.64/0.884

33.91/0.887

33.92/0.888

34.09/0.889

34.37/0.888

30

28.39/0.742

28.94/0.769

29.12/0.780

29.24/0.780

29.31/0.782

50

25.97/0.659

26.66/0.695

26.78/0.705

26.97/0.708

27.04/0.711

100

22.82/0.529

23.68/0.589

23.97/0.594

24.10/0.598

24.42/0.599