2010 · 13 citations · 9 references
ArtsVision ScienceComputer VisionDigital ImagingMachine VisionContrast Enhancement StrategiesDigital Image ProcessingImage EnhancementImage FilteringImage QualityImage RestorationDehazingHaze CorrectionHaze EffectsHaze ModelingImage DehazingIterative RefinementVisibilityVisibility Improvement
In this paper, we present a simple but efficient iterative method for increasing scene visibility and recovering haze-free scene contrast from a single hazy image. Using the dark channel prior with the haze imaging model, we directly estimate the coarse transmission map at first, then an iterative refinement module based on bilateral filter is applied to refine the transmission map. The main advantage of our algorithm compared with others is its speed and efficiency for both color and gray level images. At last, a comparative study with other state-of-art algorithms is proposed to demonstrate that similar or better quality results of our scheme are obtained with only a tiny fraction time consumption.
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Visibility in bad weather from a single image
Robby T. Tan · 2008 · 2.3K citations
Raanan Fattal · ACM Transactions on Graphics · 2008 · 2.1K citations