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Hue-preserving and saturation-improved color histogram equalization algorithm

机译:保持色相和饱和度提高的颜色直方图均衡算法

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摘要

In this paper, an algorithm is proposed to improve contrast and saturation without color degradation. The local histogram equalization (HE) method offers better performance than the global HE method, whereas the local HE method sometimes produces undesirable results due to the block-based processing. The proposed contrast-enhancement (CE) algorithm reflects the characteristics of the global HE method in the local HE method to avoid the artifacts, while global and local contrasts are enhanced. There are two ways to apply the proposed CE algorithm to color images. One is luminance processing methods, and the other one is each channel processing methods. However, these ways incur excessive or reduced saturation and color degradation problems. The proposed algorithm solves these problems by using channel adaptive equalization and similarity of ratios between the channels. Experimental results show that the proposed algorithm enhances contrast and saturation while preserving the hue and producing better performance than existing methods in terms of objective evaluation metrics. (C) 2016 Optical Society of America
机译:本文提出了一种在不降低颜色的情况下提高对比度和饱和度的算法。局部直方图均衡(HE)方法比全局HE方法具有更好的性能,而局部HE方法有时由于基于块的处理而产生不良结果。所提出的对比度增强(CE)算法反映了全局HE方法在局部HE方法中的特征,从而避免了伪影,同时增强了全局和局部对比度。有两种方法可以将提出的CE算法应用于彩色图像。一种是亮度处理方法,另一种是每种通道处理方法。但是,这些方式会导致过多或减少的饱和度和颜色退化问题。所提出的算法通过使用信道自适应均衡和信道之间比率的相似性来解决这些问题。实验结果表明,与现有方法相比,该算法在提高对比度和饱和度的同时,还保留了色调,并在客观评价指标上产生了更好的性能。 (C)2016美国眼镜学会

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