Journal of Remote Sensing / 2021 / Article / Tab 3

Research Article

Multisensor Remote Sensing Imagery Super-Resolution with Conditional GAN

Table 3

The impact of the proposed conditional GAN scheme and LPIPS loss on super-resolution performance in terms of PSNR, SSIM, LPIPS, and NIQE score on the OLI2MSI dataset.

ModelPSNRSSIMLPIPSNIQE

DRN (baseline)37.540.9440.11912.40
DRSRGAN36.360.9330.0545.63
cDRSRGAN37.710.9470.09911.43
cDRSRGAN+LPIPS37.410.9430.0579.81