Research Article

DFAN: Dual Feature Aggregation Network for Lightweight Image Super-Resolution

Table 3

Study on GAM. The computation cost and average PSNR/SSIM for SR.

MethodsRCANsRCAN_GAM

Params(K)/MultAdds(G)208/16.1217/17.0
Set531.69/0.887831.84/0.8901
Set1428.29/0.774128.36/0.7763
BSD10027.38/0.729227.42/0.7311
Urban10025.53/0.766725.60/0.7702
Manga10929.59/0.895529.73/0.8985