Research Article
Weak-Light Image Enhancement Method Based on Adaptive Local Gamma Transform and Color Compensation
Table 2
The assessment results on the images in Figure
17.
| | CegaHE | CVC | LDR | DCP | EFF | MSRCP | SRIE | Our method |
| Group 1 | MSE | 839.31 | 4554.18 | 732.72 | 873.17 | 1292.50 | 1131.82 | 1135.16 | 368.12 | PSNR | 18.89 | 11.55 | 19.48 | 18.72 | 17.02 | 17.59 | 17.58 | 22.47 | SSIM | 0.82 | 0.74 | 0.85 | 0.83 | 0.86 | 0.82 | 0.80 | 0.95 | Group 2 | MSE | 1212.11 | 1389.11 | 695.13 | 976.86 | 427.98 | 1167.74 | 1184.34 | 683.90 | PSNR | 17.30 | 16.70 | 19.71 | 18.23 | 21.82 | 17.46 | 17.40 | 19.78 | SSIM | 0.90 | 0.93 | 0.93 | 0.90 | 0.96 | 0.88 | 0.92 | 0.96 | Group 3 | MSE | 712.05 | 3084.25 | 487.98 | 453.46 | 1172.70 | 712.31 | 588.00 | 142.47 | PSNR | 19.61 | 13.24 | 21.25 | 21.57 | 17.44 | 19.60 | 20.44 | 26.59 | SSIM | 0.80 | 0.77 | 0.86 | 0.85 | 0.87 | 0.86 | 0.88 | 0.95 | Group 4 | MSE | 914.60 | 1518.88 | 1193.66 | 672.35 | 685.98 | 992.04 | 1105.18 | 748.61 | PSNR | 18.52 | 16.32 | 17.36 | 19.85 | 19.77 | 18.17 | 17.70 | 19.39 | SSIM | 0.89 | 0.88 | 0.89 | 0.91 | 0.93 | 0.88 | 0.90 | 0.95 | Groupe5 | MSE | 1016.39 | 3160.82 | 1106.58 | 492.06 | 651.73 | 1061.99 | 655.86 | 478.82 | PSNR | 18.06 | 13.13 | 17.69 | 21.21 | 19.99 | 17.87 | 19.96 | 21.33 | SSIM | 0.81 | 0.78 | 0.83 | 0.82 | 0.90 | 0.83 | 0.89 | 0.96 |
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