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Graphic restoration procedures largely trust in the atmospheric scattering model24. These algorithms utilize the prior knowledge25 to estimate the intermediate parameters, which might be then substituted in to the atmospheric scattering product to recover the very clear illustrations or photos.

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In this particular paper, the true-entire world sand dust photographs from the experiments all originate from the dataset created by Shi et al.

In sandstorm temperature, the concentration of sand dust pictures is just not evenly dispersed, which results in a bigger coloration deviation selection of the real-planet degraded photographs when compared to the artificial images. The difficulty of sand dust removal in actual scene photos is drastically better than in artificial illustrations or photos. To further more Examine the performance of the algorithms, it is necessary to conduct comparisons on real-world sand dust images. We offer quite a few comparative samples of authentic-earth degraded illustrations or photos with unique visibility stages, as demonstrated in Fig. 8. CIDC16 and TTFIO23 can eliminate the dust and improve the clarity of the image, but the photographs processed because of the algorithms however have noticeable shade distortion. Even though NGT19 and HRDCP15 can stability the hue and brightness of the pictures the distinction of the outcome is too very low and the effects are still hazy in vision.

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