Table 1 Gaussian de-noise.
From: One step surgical scene restoration for robot assisted minimally invasive surgery
Method | Ļ = 10 | Ļ = 20 | Ļ = 30 | Ļ = 40 | Ļ = 50 | Ļ = 60 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | |
GAS35 | 0.936 | 31.16 | 0.84 | 30.26 | 0.726 | 29.04 | 0.626 | 27.7 | 0.536 | 26.36 | 0.465 | 25.09 |
NLM36 | 0.942 | 38.7 | 0.91 | 35.7 | 0.771 | 29.80 | 0.512 | 24.03 | 0.310 | 20.13 | 0.19 | 17.0 |
BILT37 | 0.960 | 41.36 | 0.89 | 37.12 | 0.670 | 31.48 | 0.410 | 26.7 | 0.245 | 23.19 | 0.157 | 20.6 |
BM3D39 | 0.936 | 30.8 | 0.932 | 30.61 | 0.925 | 30.13 | 0.914 | 29.3 | 0.899 | 28.29 | 0.899 | 29.5 |
BM3D DEBLUR39 | 0.898 | 22.59 | 0.896 | 22.93 | 0.893 | 31.41 | 0.885 | 23.5 | 0.870 | 23.8 | 0.844 | 24.03 |
IRCN42 | 0.956 | 40.0 | 0.956 | 39.0 | 0.819 | 33.29 | 0.428 | 25.92 | 0.231 | 22.14 | 0.141 | 19.6 |
OUR | 0.93 | 34.1 | 0.94 | 35.0 | 0.93 | 33.9 | 0.92 | 31.9 | 0.82 | 29.2 | 0.61 | 25.82 |