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Enhanced dynamic quadrant histogram equalization plateau limit for image contrast enhancement

机译:增强的动态象限直方图均衡平台限制,可增强图像对比度

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Consumer electronic devices require brightness preservation while image enhancement. Many of the histogram equalization techniques that have been introduced tend to strike out the mean image brightness while the process of enhancement is carried out. Hence, we suggest a method that enhances the image while keeping its brightness in a better form as compared to the former methods applied. Firstly, based on median value, the input image histogram is divided into sub-histogram and this process reprises until we have derived 8 sub-histograms. Further, the clipping of the histogram is implemented based on the average pixels in each sub-histogram. Then, each sub-histogram is assigned with a new dynamic range and finally customary histogram equalization is done independently on each sub-histogram. Proposed method is tested against conventional methods and results indicate that image mean brightness is preserved better than other methods while enhancing the image. The proposed method keep the brightness save of the original image while during the enhancement of the images. Many images has been taken from the SIPI database and applied the proposed method for the contrast enhancement of the low contrast images and results are improved. The major problem is to keep the brightness of the low contrast image preserve. The proposed technique has dealt with brightness preservation of the images.
机译:消费电子设备需要在保持亮度的同时增强图像质量。引入的许多直方图均衡技术往往会在执行增强过程时消除平均图像亮度。因此,我们建议一种方法,与以前使用的方法相比,可以在增强图像的同时保持其亮度处于更好的形式。首先,基于中值,将输入图像直方图分为子直方图,然后重复此过程,直到得出8个子直方图。此外,基于每个子直方图中的平均像素来实现直方图的裁剪。然后,为每个子直方图分配一个新的动态范围,最后对每个子直方图独立进行常规直方图均衡。针对传统方法对提出的方法进行了测试,结果表明,在增强图像质量的同时,图像平均亮度比其他方法保留得更好。所提出的方法在图像增强期间保持原始图像的亮度节省。从SIPI数据库中获取了许多图像,并将所提出的方法用于低对比度图像的对比度增强,并且结果得到了改善。主要问题是保持低对比度图像的亮度保留。所提出的技术已经处理了图像的亮度保持。

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