Table 2 The PSNR/SSIM results on AID Dataset of scale x2, x3, and x4.

From: Uncertainty-driven mixture convolution and transformer network for remote sensing image super-resolution

Scale

Bicubic

SRCNN

FSRCNN

VDSR

LGCNet

DCM

HSENet

TransENet

Ours

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

PSNR/SSIM

2

32.39/0.8906

34.49/0.9286

34.73/0.933

35.05/0.9346

34.80/0.9320

35.21/0.9366

35.24/0.9368

35.28/0.9374

37.29/0.9688

3

29.08/0.7863

30.55/0.8372

30.98/0.840

31.15/0.8522

30.73/0.8417

31.31/0.8561

31.39/0.8572

31.45/0.8595

33.23/0.8899

4

27.30/0.7036

28.40/0.7561

28.77/0.772

28.99/0.7753

28.61/0.7626

29.17/0.7824

29.21/0.7850

29.38/0.7909

30.85/0.8193

  1. The best and second results are bold and underlined.
Back to article page