Table 3.
Quantified correction results (mean with standard deviation) of animal experiments at five illumination wavelengths.
| Wavelength (nm) | Method | RMSE | PSNR | 1-SSIM |
|---|---|---|---|---|
| 700 | U-Net | 0.00214 ± 0.00112 | 37.07 ± 2.96 | 0.0099 ± 0.0065 |
| Dual-path Network | 0.00102 ± 0.00079 | 44.08 ± 3.75 | 0.0033 ± 0.0020 | |
| SQPA-Net | 0.00050 ± 0.00051 | 51.29 ± 3.71 | 0.0007 ± 0.0010 | |
| 730 | U-Net | 0.00116 ± 0.00040 | 39.86 ± 3.00 | 0.0062 ± 0.0036 |
| Dual-path Network | 0.00052 ± 0.00048 | 48.54 ± 3.76 | 0.0008 ± 0.0007 | |
| SQPA-Net | 0.00025 ± 0.00024 | 54.92 ± 3.67 | 0.0003 ± 0.0005 | |
| 760 | U-Net | 0.00088 ± 0.00039 | 43.07 ± 2.91 | 0.0025 ± 0.0017 |
| Dual-path Network | 0.00058 ± 0.00046 | 47.47 ± 3.70 | 0.0012 ± 0.0009 | |
| SQPA-Net | 0.00026 ± 0.00021 | 54.57 ± 3.55 | 0.0003 ± 0.0004 | |
| 800 | U-Net | 0.00155 ± 0.00091 | 37.67 ± 3.18 | 0.0088 ± 0.0069 |
| Dual-path Network | 0.00068 ± 0.00061 | 45.33 ± 3.27 | 0.0020 ± 0.0014 | |
| SQPA-Net | 0.00032 ± 0.00028 | 52.37 ± 3.55 | 0.0007 ± 0.0007 | |
| 850 | U-Net | 0.00112 ± 0.00060 | 39.57 ± 3.34 | 0.0068 ± 0.0056 |
| Dual-path Network | 0.00035 ± 0.00036 | 51.05 ± 3.60 | 0.0006 ± 0.0006 | |
| SQPA-Net | 0.00023 ± 0.00019 | 53.95 ± 3.19 | 0.0005 ± 0.0005 |