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. 2023 Jun 12;14(7):3259–3278. doi: 10.1364/BOE.477384

Table 1. The PSNR, the SSIM, the ICC, and the MAE between the HQ image and the artificial LQ image and between the HQ image and the reconstructed images using the GS algorithm, the MF method, the DnCNN, N2N, MIRNet, and incSRCNN networks.

Image Metric Artificial LQ GS Median Filter DnCNN N2N MIRNet incSRCNN
CARS channel PSNR 14.8 14.9 20.1 23 . 0 20.6 20.1 20.5
SSIM 0.27 0.39 0.43 0.59 0.56 0.56 0.54
ICC 0.65 0.83 0.83 0.90 0.88 0.85 0.89
MAE 0.14 0.15 0.08 0.05 0.07 0.07 0.07

TPEF channel PSNR 16.1 21.4 22.0 26.2 22.2 19.9 22.4
SSIM 0.17 0.53 0.37 0.64 0.59 0.57 0.55
ICC 0.65 0.89 0.86 0.94 0.91 0.80 0.93
MAE 0.12 0.06 0.06 0.03 0.06 0.06 0.06

SHG channel PSNR 18.4 21.7 22.0 25.4 22.1 13.9 21.9
SSIM 0.28 0.56 0.42 0.77 0.65 0.37 0.57
ICC 0.75 0.85 0.85 0.93 0.90 0.46 0.91
MAE 0.09 0.06 0.06 0.03 0.05 0.10 0.06

MM image PSNR 16.4 19.3 21.3 24.9 21.6 17.9 21.6
SSIM 0.24 0.49 0.41 0.67 0.60 0.50 0.56
ICC 0.68 0.86 0.85 0.92 0.90 0.70 0.91
MAE 0.12 0.09 0.07 0.04 0.06 0.08 0.06