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We proposed an easy but successful fusion method for combining the conventional image processing algorithm with CNN to Increase the clarity with the sand dust images. The proposed fusion algorithm provides a novel way for potential analysis on sand dust picture enhancement.
The comparisons of histogram distribution before and soon after color shifting correction of true-entire world sand dust impression, the issue of colour distortion is efficiently solved as well as the histogram distribution of RGB channels is well balanced.
The suitable prior principle may Engage in a beneficial role in teaching CNN. We advocate a mix of proper priors and Understanding algorithms to make their positive aspects complementary.
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In sandstorm temperature, the photographs captured by imaging gear often have these kinds of difficulties as coloration distortion, low contrast, and reduced recognizability. Impacted by Mie scattering, the blue–violet gentle is absorbed by sand dust particles a great deal more speedily in comparison with crimson and orange mild, which performs an adverse job in various remote-primarily based Personal computer vision tasks and critically interferes Together with the effectiveness of smart information processing methods.
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The imaging mechanism of sand dust illustrations or photos needs to be deeply studied dependant on atmospheric scattering types, and also the distribution of more sand dust degradation situations ought to be taken under consideration.
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