Table 1 Results of the three models on simulation dataset
From: High-resolution image reconstruction for portable ultrasound imaging devices
| Â | PSNR | SSIM | MI | FWHM | CR |
|---|---|---|---|---|---|
Mean (Std.) | Mean (Std.) | Mean (Std.) | Mean (Std.) | Mean (Std.) | |
Low quality | 17.74 (0.63) | 0.22 (0.07) | 0.36 (0.25) | 22.6 (1.64) | 0.67 (0.01) |
Encoder-decoder | 24.02 (1.79) | 0.50 (0.11) | 0.38 (0.08) | 17.6 (1.75) | 0.64 (0.07) |
U-Net | 25.69 (1.38) | 0.68 (0.04) | 0.55 (0.10) | 15.5 (2.41) | 0.64 (0.05) |
SSC U-Net | 26.15 (0.71) | 0.64 (0.01) | 0.60 (0.01) | 15.0 (1.36) | 0.67 (0.02) |