图像

算法

P = 10%

σ = 20

σ = 30

σ = 40

σ = 50

PSNR

C.Man

WSNM-RPCA

24.8807

23.9310

23.2252

21.7801

GRPCA

25.0868

24.2853

23.2474

21.8277

GWLSRPCA

25.3998

24.4289

23.3574

21.9501

Ours

25.4656

24.5123

23.4480

22.0008

House

WSNM-RPCA

27.6647

26.3805

25.0400

23.7653

GRPCA

28.3185

26.9918

23.3928

23.8886

GWLSRPCA

28.6293

27.1575

25.4170

23.9819

Ours

28.8341

27.2659

25.4879

24.0352

Peppers

WSNM-RPCA

26.0620

24.8556

23.4329

21.9712

GRPCA

26.7225

25.3106

23.9494

22.5885

GWLSRPCA

26.8105

25.5540

24.2274

22.7063

Ours

26.9529

25.5894

24.2790

22.5249

Monarch

WSNM-RPCA

25.1768

24.1769

23.3727

21.5498

GRPCA

26.0432

24.6259

23.4128

21.4578

GWLSRPCA

26.0794

24.7350

23.6050

21.7049

Ours

26.3077

24.8363

23.6054

21.7107

Lena

WSNM-RPCA

25.9375

25.0728

23.9447

22.4535

GRPCA

26.3636

25.0779

23.9512

22.5142

GWLSRPCA

26.4728

25.1654

23.9704

22.5520

Ours

26.5373

25.1873

24.0278

22.5764