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一种基于选点的可变滤波窗口中值滤波算法
A Varying Windows Median Filter Algorithm on Selected Point in Digi tal Image
【摘要】 中值滤波是一种应用广泛的滤波方法。该文提出了一种改进的中值滤波算法。该算法对中值滤波进行了两方面的改进,一方面基于选点的方法,不对所有的点进行滤波;另一方面在对中值滤波的窗口进行可变处理。与中值滤波相比,它具有更好的平滑噪声和边缘保持功能,而且能有效地滤除图像中的随机噪声。
【Abstract】 Medianfilter is a widely used and effective nonlinearfilter in image processing.An improved median filter algorithm is presented in this paper.One method based on selecting point will not filter all pixel in image and a method of varing windows being used are proposed to improve median filter algorithm.Compared with the median filtering,the proposed method is better performance for preserving edges and smoothing noise.
【关键词】 中值滤波;
图象处理;
非线性滤波;
选点滤波;
【Key words】 Mean value filtering; Image processing; nonlinear adaptive filtering; selected filtering;
【Key words】 Mean value filtering; Image processing; nonlinear adaptive filtering; selected filtering;
【基金】 辽宁省科技资金资助(编号:2020821)
- 【文献出处】 计算机工程与应用 ,Computer Engineering and Applications , 编辑部邮箱 ,2003年09期
- 【分类号】TN713
- 【被引频次】18
- 【下载频次】212