Research Article
[Retracted] Research on Haze Image Enhancement based on Dark Channel Prior Algorithm in Machine Vision
Table 1
Performance comparison of image enhancement algorithms.
| Evaluation criteria | Algorithms | Mountain | Buildings | Woods | Traffic |
| PSNR | DCP | 17.131 | 20.651 | 21.745 | 18.356 | SSR | 18.952 | 21.542 | 23.462 | 20.532 | MSR | 20.349 | 23.747 | 25.854 | 22.646 | MSRCR | 22.642 | 28.484 | 27.245 | 24.894 | CLAHE | 24.958 | 26.102 | 26.457 | 25.461 | The paper | 27.593 | 30.452 | 31.532 | 28.127 |
| SSIM | DCP | 0.067 | 0.075 | 0.082 | 0.071 | SSR | 0.091 | 0.135 | 0.177 | 0.186 | MSR | 0.206 | 0.228 | 0.332 | 0.316 | MSRCR | 0.478 | 0.582 | 0.596 | 0.517 | CLAHE | 0.513 | 0.682 | 0.641 | 0.701 | The paper | 0.709 | 0.831 | 0.847 | 0.734 |
| IE | DCP | 10.542 | 11.245 | 12.935 | 11.523 | SSR | 12.854 | 13.087 | 14.515 | 13.723 | MSR | 15.778 | 15.961 | 16.274 | 14.852 | MSRCR | 16.345 | 16.095 | 19.025 | 17.037 | CLAHE | 17.154 | 17.549 | 19.574 | 17.562 | The paper | 18.675 | 19.534 | 21.452 | 18.048 |
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