首页 | 本学科首页   官方微博 | 高级检索  
     

一种新的高密度椒盐噪声滤波算法
引用本文:朱士虎,黄智. 一种新的高密度椒盐噪声滤波算法[J]. 计算机工程, 2012, 38(18): 207-210
作者姓名:朱士虎  黄智
作者单位:徐州师范大学物理与电子工程学院,江苏徐州,221116
基金项目:国家自然科学基金青年基金资助项目,徐州师范大学自然科学基金资助项目
摘    要:针对现有算法对高密度椒盐噪声滤波不足的问题,提出一种新的高密度椒盐噪声滤波算法。通过噪声检测将含噪图像的像素分为信号点和噪声点,对每一个椒盐像素,计算以该像素为中心的窗口内非椒盐像素中值,信号点则保持其灰度值不变直接输出,重复以上过程,直到没有噪声点被替换。实验结果表明,该算法能在有效去除椒盐噪声的同时保护图像细节,较传统中值滤波及其改进算法有更好的滤波性能。

关 键 词:高密度噪声  椒盐噪声  中值滤波  噪声检测  噪声滤波
收稿时间:2011-11-24
修稿时间:2012-02-03

A Novel Filtering Algorithm of High Density Salt and Pepper Noise
ZHU Shi-hu , HUANG Zhi. A Novel Filtering Algorithm of High Density Salt and Pepper Noise[J]. Computer Engineering, 2012, 38(18): 207-210
Authors:ZHU Shi-hu    HUANG Zhi
Affiliation:(School of Physics and Electronic Engineering,Xuzhou Normal University,Xuzhou 221116,China)
Abstract:Aiming at drawbacks of the poor de-noising capacity for high-density noised images,a novel filtering algorithm of high density salt and pepper noise is proposed in this paper.The algorithm is adopted to separate the pixels in the image into signal pixels and noise pixels.It calculates the median value of the non salt and pepper pixels in the window centered at the current salt and pepper pixel,while signal pixels hold their gray values and be output unprocessed.The steps above are repeated until there is no noise replaced.Experimental results show that the algorithm can suppress noise effectively and preserve the image details.Contrasted to the traditional median filtering algorithm and its improved algorithms,it has better filtering performance.
Keywords:high density noise  salt and pepper noise  median filtering  noise detection  noise filtering
本文献已被 CNKI 维普 万方数据 等数据库收录!
点击此处可从《计算机工程》浏览原始摘要信息
点击此处可从《计算机工程》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号