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Single Image Haze Removal Using Single Pixel Approach Based on Dark Channel Prior with Fast Filtering

机译:使用快速滤波,使用单像素方法使用单像素接近的单个图像雾度去除

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We propose a fast image-dehazing method that uses a pixel-wise dark channel prior (PDCP). We argue that the neighbor minimum filter in the dark channel prior (DCP) is not crucial in image dehazing. We prove this assertion in experiments that compare dehazed images and histograms of dark channel images obtained using PDCP and DCP. To refine the transmission map in the Koschmieder model of the degradation of a hazy image, we use a fast guided filter to replace the soft matting (SM) used in DCP, because SM is the main reason for the slowness of DCP. The proposed algorithm is faster than existing methods, but achieves similar dehazing. This new method is useful for applications that require fast dehazing.
机译:我们提出了一种快速的图像除草方法,它使用先前的像素 - 明智的暗信道(PDCP)。我们认为暗信道之前的邻居最小过滤器(DCP)在图像脱水中并不至关重要。我们证明了在使用PDCP和DCP获得的暗信道图像的去噪图像和直方图的实验中证明了这种断言。为了在朦胧图像的劣化劣化的koschmieder模型中优化传输映射,我们使用快速引导滤波器来替换DCP中使用的软垫(SM),因为SM是DCP慢速的主要原因。所提出的算法比现有方法快,但实现了类似的脱水。这种新方法对于需要快速脱水的应用是有用的。

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