ZHANG Deng-yin, JU Ming-ye, WANG Xue-mei. A Fast Image Daze Removal Algorithm Using Dark Channel Prior[J]. Acta Electronica Sinica, 2015, 43(7): 1437-1443.
DOI:
ZHANG Deng-yin, JU Ming-ye, WANG Xue-mei. A Fast Image Daze Removal Algorithm Using Dark Channel Prior[J]. Acta Electronica Sinica, 2015, 43(7): 1437-1443. DOI: 10.3969/j.issn.0372-2112.2015.07.029.
A Fast Image Daze Removal Algorithm Using Dark Channel Prior
While the dark channel prior algorithm works well for single image haze removal
it has to take long time to proces and require expensive computational overhead and huge memory resource.In this paper
we propose a fast daze removal algorithm based on dark channel prior knowledge.In the proposed approach
edge substitution method is developed to take place of the original soft-matting operator
which will substantially reduce the computational complexity.To deal with the invalid case of the dark channel
we exploit a scheme to identify bright area based on dual threshold and develop a way to correct transmission rate
which enables the dark channel prior to be more applicable.Additionally
enhanced processing is introduced by adopting nonlinear contrast stretching
thus improving the visual effect of defogging images.Several numerical experiments demonstrate that the proposed approach outperforms the original algorithm in daze removal effect at a much lower implementation cost.
Image Dehazing Based on Gradient Guided Polarization Degree Estimation
An Improved Dark Channel Prior Dehazing Algorithm Based on Superpixel Image Segmentation
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Related Institution
National Key Laboratory of Science and Technology on Automatic Target Recognition, College of Electronic Science and Technology, National University of Defense Technology
Academy of Military Science
College of Electronic Science and Technology, National University of Defense Technology
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Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, MinJiang University, Minjiang