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首页> 外文期刊>IEEE Transactions on Consumer Electronics >Image enhancement based on equal area dualistic sub-image histogram equalization method
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Image enhancement based on equal area dualistic sub-image histogram equalization method

机译:基于等面积对偶子图像直方图均衡化方法的图像增强

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摘要

Histogram equalization is a simple and effective image enhancing technique. But in some conditions, the luminance of an image may be changed significantly after the equalizing process, this is why it has never been utilized in a video system in the past. A novel histogram equalization technique, equal area dualistic sub-image histogram equalization, is put forward in this paper. First, the image is decomposed into two equal area sub-images based on its original probability density function. Then the two sub-images are equalized respectively. Finally, we obtain the results after the processed sub-images are composed into one image. The simulation results indicate that the algorithm can not only enhance the image information effectively but also preserve the original image luminance well enough to make it possible to be used in a video system directly.
机译:直方图均衡是一种简单有效的图像增强技术。但是在某些情况下,图像的亮度在均衡过程之后可能会发生显着变化,这就是为什么它过去从未在视频系统中使用过的原因。提出了一种新颖的直方图均衡技术,即等面积二元子图像直方图均衡。首先,基于图像的原始概率密度函数,将其分解为两个相等面积的子图像。然后,两个子图像分别相等。最后,将处理后的子图像合成为一张图像,得到结果。仿真结果表明,该算法不仅可以有效地增强图像信息,而且可以很好地保留原始图像的亮度,从而有可能直接用于视频系统。

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