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A Fuzzy Noise Reduction Method for Color Images

机译:彩色图像的模糊降噪方法

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摘要

A new fuzzy filter is presented for the reduction of additive noise for digital color images. The filter consists of two subfilters. The first subfilter computes fuzzy distances between the color components of the central pixel and its neighborhood. These distances determine in what degree each component should be corrected. All performed corrections preserve the color component distances. The goal of the second subfilter is to correct the pixels where the color components differences are corrupted so much that they appear as outliers in comparison to their environment. Experimental results show the feasibility of the proposed approach. We compare with other noise reduction methods by numerical measures and visual observations. We also illustrate the performance of the proposed method as preprocessing step for edge detection.
机译:提出了一种新的模糊滤波器,用于减少数字彩色图像的附加噪声。该过滤器由两个子过滤器组成。第一个子过滤器计算中心像素的颜色分量及其附近区域之间的模糊距离。这些距离确定应在多大程度上校正每个组件。所有执行的校正都会保留颜色分量的距离。第二个子滤镜的目标是校正颜色分量差异被严重破坏到与环境相比显得离群的像素。实验结果表明了该方法的可行性。我们通过数值测量和视觉观察与其他降噪方法进行了比较。我们还说明了该方法作为边缘检测的预处理步骤的性能。

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