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Histogram specification of 24-bit color images in the color difference (C-Y) color space

机译:色差(C-Y)颜色空间中24位彩色图像的直方图规范

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Abstract: Histogram equalization and specification have been widely used to enhance the content of grayscale images, with histogram specification having the advantage of allowing the output histogram to be specified as compared to histogram equalization which attempts to produce and output histogram which is uniform. Unfortunately, extending histogram techniques to color images is not very straightforward. Performing histogram specification on color images in the RGB color space results in specified histograms that are hard to interpret for a particular enhancement that is desired. Human perception of color interprets a color in terms of its hue, saturation, and intensity components. In this paper, we describe a method of extending graylevel histogram specification to color images by performing histogram specification on the luminance (or intensity), saturation, and hue components in the color difference (C-Y) color space. This method takes into account the correlation between the hue, saturation, and intensity components while yielding specified histograms which have physical meaning. Histogram specification was performed on an example color image and was shown to enhance the color content and details within this image without introducing unwanted artifacts. !11
机译:摘要:直方图均衡化和规范化已被广泛用于增强灰度图像的内容,与试图产生和输出均匀的直方图的直方图均衡化相比,直方图规范化具有可以指定输出直方图的优势。不幸的是,将直方图技术扩展到彩色图像并不是很简单。在RGB颜色空间中的彩色图像上执行直方图指定会导致指定的直方图,对于所需的特定增强功能,这些直方图很难解释。人类对颜色的感知根据颜色的色相,饱和度和强度成分来解释颜色。在本文中,我们描述了一种通过对色差(C-Y)颜色空间中的亮度(或强度),饱和度和色相分量执行直方图指定,将灰度级直方图指定扩展到彩色图像的方法。该方法在生成具有物理意义的指定直方图时,考虑了色相,饱和度和强度分量之间的相关性。直方图规范是在示例彩色图像上执行的,显示为可增强该图像内的颜色内容和细节,而不会引入不需要的伪影。 !11

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