Table 4 SNR for different generated images, the values in parentheses represent the absolute distance from the input images (ground truth). Red represents the best result, and blue represents the second-best result.
From: SSDDPM: A single SAR image generation method based on denoising diffusion probabilistic model
Scene | Ground Truth | SinGAN | ExSinGAN | SinDiffusion | SinFusion | SinDDM | SSDDPM |
|---|---|---|---|---|---|---|---|
1 | 0.07 | 0.16(0.09) | 0.15(0.08) | 6.28(6.21) | 0.05(0.02) | 0.06(0.01) | 0.08(0.01) |
2 | 0.86 | 0.75(0.11) | 1.04(0.18) | 4.13(3.27) | 0.68(0.18) | 1.02(0.16) | 0.81(0.05) |
3 | 1.17 | 1.01(0.16) | 1.56(0.39) | 2.00(0.83) | 1.38(0.21) | 1.2(0.03) | 1.2(0.03) |
4 | 0.61 | 0.68(0.07) | 0.74(0.13) | 1.3(0.69) | 0.67(0.06) | 0.63(0.02) | 0.62(0.01) |
5 | 8.97 | 8.39(0.58) | 6.44(2.53) | 6.85(2.12) | 9.69(0.72) | 8.33(0.64) | 9.13(0.16) |
6 | 1.81 | 1.16(0.65) | 1.48(0.33) | 3.67(1.86) | 1.46(0.35) | 1.61(0.20) | 1.51(0.3) |
7 | 1.29 | 1.15(0.14) | 1.26(0.03) | 1.34(0.05) | 1.84(0.55) | 1.27(0.02) | 1.30(0.01) |
8 | 1.46 | 1.19(0.27) | 1.67(0.21) | 3.72(2.26) | 1.77(0.31) | 1.96(0.50) | 1.62(0.16) |
