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一种改进的快速矢量中值滤波器
An improved fast vector median filter
【摘要】 提出了一种改进的快速矢量中值滤波器(IFIVF,improved fast impulsive vector filter)。IFIVF以FIVF为基础,通过peer group和边缘检测技术构建新的噪声检测器。与其它矢量中值滤波器(VMF)相比,新的噪声检测方法使得IFIVF不但可以对彩色图像中的随机和固定脉冲噪声进行有效压制,还可以进一步提高FIVF的滤波视觉效果。
【Abstract】 An improved fast impulsive vector flter(IFIVF)for the impulsive noise removal in color images if presented.The proposed filter employs the switching scheme based on the noise detection mechanism using the so-called peer group concept and edge detection method.Compared with other commonly used vector median filters,the proposed filter consistently yields very good results in suppressing both the random and fixed-valued impulsive noise.The main advantage of the proposed filter is its enormous computational speed,which enables efficient filtering of color images in real-time applications.
【Key words】 vector median filters(VMF); impulsive noise detection; peer group; edge classes;
- 【文献出处】 光电子.激光 ,Journal of Optoelectronics.Laser , 编辑部邮箱 ,2009年01期
- 【分类号】TN713
- 【被引频次】2
- 【下载频次】205