Table 2 Quantitative comparison with state-of-the-art methods. The top three results are highlighted in bold, bold italics and italics.
From: Infrared image super resolution with structure prior from uncooled infrared readout circuit
Method | \(\times\)2 | \(\times\)3 | \(\times\)4 | |||
|---|---|---|---|---|---|---|
Params [K]/Multi-Adds [G] | PSNR/SSIM | Params [K]/Multi-Adds [G] | PSNR/SSIM | Params [K]/Multi-Adds [G] | PSNR/SSIM | |
RFDN | 433/95 | 35.58/0.9124 | 541/42.2 | 32.01/0.8658 | 550/23.9 | 29.56/0.8005 |
LatticeNet | 756/169.5 | 35.71/0.9136 | 765/76.3 | 32.32/0.8693 | 777/43.6 | 29.72/0.8027 |
SwinIR | 878/195.6 | 36.22/0.922 | 886/87.2 | 33.44/0.9 | 897/49.6 | 31.27/0.8265 |
ELAN | 582/168.4 | 35.87/0.9158 | 590/75.7 | 32.75/0.8735 | 601/43.2 | 30.25/0.8087 |
BSRN | 332/73 | 36.01/0.9174 | 340/33.3 | 33.08/0.8822 | 352/19.4 | 30.56/0.8123 |
ESRT | 677/191.4 | 36.18/0.9214 | 770/96.4 | 33.62/0.9012 | 751/67.7 | 31.42/0.8295 |
HAT | 9,211/2,395 | 36.37/0.9247 | 9,396/916.8 | 34.21/0.9039 | 9,359/612.4 | 31.68/0.8332 |
LKDN | 304/69.1 | 35.92/0.9166 | 311/31 | 33.18/0.8842 | 322/20.3 | 30.85/0.8146 |
RGT | 10,045/2,116 | 36.53/0.9275 | 10,229/945.2 | 34.08/0.9028 | 10,192/564.2 | 31.72/0.8345 |
PLKSR | 2,793/642.5 | 36.08/0.9198 | 2,802/282 | 33.35/0.8944 | 2,814/161.8 | 31.12/0.8231 |
SeemoRe | 476/101 | 36.06/0.9184 | 481/44.7 | 33.25/0.8869 | 492/26.2 | 30.97/0.8193 |
EIRSR(Ours) | 255/61.4 | 36.96/0.9328 | 257/35.2 | 34.23/0.9047 | 259/17.8 | 31.93/0.8364 |
