Research Article

[Retracted] Superresolution Reconstruction Method of Software Remote Sensing Image Based on Convolutional Neural Network

Table 2

PNSR and SSIM results on different methods in different data sets.

ImageScaleBicubicSRCNNESPCNVDSROurs

Buildings×227.25/0.919229.11/0.937629.88/0.939731.05/0.956732.57/0.9664
×323.32/0.829324.85/0.832626.12/0.860626.52/0.882127.81/0.9095
×422.25/0.771623.11/0.752223.55/0.753722.72/0.798325.48/0.8274
Denseresidential×227.89/0.917630.22/0.934930.70/0.938030.77/0.945632.54/0.9566
×323.61/0.824625.54/0.840326.86/0.860926.85/0.875928.33/0.9012
×422.91/0.776123.42/0.724724.68/0.765924.57/0.786225.64/0.8421
Airplane×230.83/0.954732.17/0.961532.31/0.961731.93/0.965734.73/0.9740
×327.09/0.873227.98/0.884429.49/0.897830.16/0.911131.55/0.9248
×425.39/0.832326.05/0.836627.17/0.845627.64/0.865928.83/0.8852