压缩图像和视频除雾技术的研究

Kristofor B. Gibson, D. Vo, Truong Q. Nguyen
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引用次数: 32

摘要

本文提出了一种单幅图像去雾的新方法,该方法比现有的视频增强实现方法运行速度更快。我们将我们提出的除雾方法与当前最先进的方法进行了比较。然后,我们通过研究在压缩之前或之后应用任何除雾方法的情况下的阻塞和振铃伪影来考虑压缩的影响。基于对JPEG模型的研究,我们得出结论,如果在压缩之前应用去雾,则可以获得最佳的去雾性能(具有较少的伪影)。对JPEG图像和H.264压缩序列的仿真验证了我们的结论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An investigation in dehazing compressed images and video
This paper proposes a novel method for single image dehazing that operates at a faster speed than current methods for implementation in video enhancements. We provide a comparison of our proposed dehazing method with current state of the art methods. We then consider the effect of compression by investigating the blocking and ringing artifacts in cases of applying any dehazing method before or after compression. Based on an investigation with the JPEG model, we conclude that the best dehazing performance (with less artifacts) is achieved if the dehazing is applied before compression. Simulations for both JPEG images and H.264 compressed sequences validate our conclusion.
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