Fig. 1. Simulated turbid underwater multiple aperture imaging experiment scene.
Fig. 2. Comparison of simulated turbid underwater target image recovery results. Up panel: Doll image recovery results. Down panel: Metal coin image recovery results. (a1), (a2) The polarization degree distribution and background scattering estimated by the fitting method; (b1), (b2) refocusing estimation of polarization degree distribution and background scattering; (c1), (c2) horizontally polarized image; (d1), (d2) vertically polarized images; (e1), (e2) image restoration by fitting method; (f1), (f2) image recovery from reference perspective; (g1), (g2) multi-perspective fusion to restore the image.
Fig. 3. Comparison of simulated different turbid concentrations underwater target image recovery results. Up panel: Doll image recovery results. Down panel: Metal coin image recovery results. (a1), (a2) Images in clear water; (b1), (b2) the restoration image corresponding to concentration 1; (c1), (c2) the restoration image corresponding to concentration 2; (d1), (d2) the restoration image corresponding to concentration 3; (e1), (e2) the restoration image corresponding to concentration 4.
Fig. 4. Comparison of simulated underwater target image recovery results with different sediment concentrations. Up panel: Doll image recovery results. Down panel: Metal coin image recovery results. (a1), (a2) Image of clear water; (b1), (b2) the restoration image corresponding to sediment concentration 1; (c1), (c2) the restoration image corresponding to sediment concentration 2; (d1), (d2) the restoration image corresponding to sediment concentration 3.
目标 | PSNR | | SSIM | 拟合法参数估计
重建结果
| 参考视角
恢复结果
| 多视角融合
重建结果
| 拟合法参数估计
重建结果
| 参考视角
恢复结果
| 多视角融合
重建结果
| 玩偶 | 21.4314 | 22.5242 | 25.8240 | | 0.7330 | 0.8359 | 0.8885 | 金属币 | 23.0696 | 23.9585 | 24.5581 | 0.7232 | 0.8325 | 0.8796 |
|
Table 1. Quantitative comparison of experiment 1 results.
目标 | PSNR | | SSIM | 浓度1 | 浓度2 | 浓度3 | 浓度4 | 浓度1 | 浓度2 | 浓度3 | 浓度4 | 玩偶 | 25.7283 | 25.1960 | 24.4806 | 23.4975 | | 0.8491 | 0.8395 | 0.8261 | 0.8175 | 金属币 | 25.0172 | 23.8439 | 22.7466 | 21.9243 | 0.8380 | 0.8220 | 0.8172 | 0.8041 |
|
Table 2. Quantitative comparison of experiment 2 results.
目标 | PSNR | | SSIM | 泥沙浓度1 | 泥沙浓度2 | 泥沙浓度3 | 泥沙浓度1 | 泥沙浓度2 | 泥沙浓度3 | 玩偶 | 24.7755 | 23.3930 | 21.5748 | | 0.7945 | 0.7303 | 0.6863 | 金属币 | 23.9531 | 22.6072 | 20.4858 | 0.7610 | 0.7030 | 0.6184 |
|
Table 3. Quantitative comparison of experiment 3 results.