Research Article

An Improved Feedback Network Superresolution on Camera Lens Images for Blind Superresolution

Table 2

The performance benchmarks (PSNR/SSIM) on valid City100.

MethodImagesMeans

HR-LRDirectSmartphone (2.40×)25.18/0.826327.09/0.833822.35/0.653326.77/0.845021.82/0.706424.64/0.7730
DSLR (2.90×)28.77/0.864530.20/0.845126.52/0.731930.66/0.867224.60/0.752128.15/0.8122

BicubicSmartphone (2.40×)24.85/0.807426.88/0.821622.02/0.616726.38/0.825021.45/0.672924.31/0.7487
DSLR (2.90×)28.04/0.844129.63/0.830125.90/0.696929.99/0.851824.02/0.722327.51/0.7892

SRCNNSmartphone (2.40×)25.78/0.839227.80/0.845522.94/0.674827.79/0.863322.49/0.736125.36/0.7918
DSLR (2.90×)29.75/0.881230.87/0.854327.27/0.766331.35/0.874025.71/0.787028.98/0.8326