可调加权图像对比度增强算法及其实现

Renjie He, S. Luo, Zhanrong Jing, Yangyu Fan
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引用次数: 26

摘要

图像增强是数字图像处理领域的重要技术之一。传统的全局直方图均衡化通常会导致对比度过度增强,而局部直方图均衡化则会产生块效应。为了克服这些问题,提出了一种新的图像对比度增强方法。其新颖之处在于将直方图均衡化的加权平均与指数变换相结合,并通过改变加权系数来调节对比度提升的程度。本文提出的算法不仅实现了可调对比度增强,对于彩色图像,还减弱了因亮度升高而缺乏颜色的情况,从而提高了图像的饱和度。实验结果表明,该算法对作者拍摄的大部分图像都有较好的对比度和色彩增强效果。
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Adjustable weighting image contrast enhancement algorithm and its implementation
Image enhancement is one of the most important techniques in digital imaging processing fields. Traditional global histogram equalization usually causes excessive contrast enhancement while local histogram equalization may cause block effect. To overcome these problems, a new method for image contrast enhancement is developed. The novelty is that the weighted average of histogram equalization and exponential transformation are combined and the level of the contrast improvement is adjustable by changing the weighting coefficients. The proposed algorithm not only achieved adjustable contrast enhancement, for color image, it also weakened the situation of lacking color due to the risen of intensity, thus increasing the image saturation. Experimental results show that the proposed algorithm has good performance on enhancing contrast and color for a majority of images mostly taken by the authors.
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