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| 基于序列图像的高密度脉冲噪声去除新方法 | |
| 引用本文： | 倪臣敏,叶懋冬,陈孝春,韦学辉. 基于序列图像的高密度脉冲噪声去除新方法[J]. 江南大学学报(自然科学版), 2007, 6(5): 532-536 |
| 作者姓名： | 倪臣敏 叶懋冬 陈孝春 韦学辉 |
| 作者单位： | 1. 仰恩大学,数学系,福建,泉州,362014 2. 浙江大学,理学院,浙江,杭州,310027 3. 赢洲中学,浙江,宁波,315000 |
| 基金项目： | 国家自然科学基金项目(60672072)，浙江省自然科学基金项目(Y106505) |
| 摘 要： | 针对受脉冲噪声污染大(大于50%)的图像,提出运用多幅序列图像的点对点噪声检测算法.首先利用MMEM算法判断噪声点与非噪声点,再把非噪声点拷贝到输出图像,通过实验得出了噪声密度与所需要图像幅数之间的关系.通过噪声密度判别公式的引入,实现对噪声图像的自适应处理,实验显示该方法优于传统滤波算法. |
| 关 键 词： | 脉冲噪声 高污染 序列图像 中值滤波 |
| 文章编号： | 1671-7147（2007）05-0532-05 |
| 收稿时间： | 2006-10-29 |
| 修稿时间： | 2006-12-03 |
A New Algorithm for Removing Impulse Noise Based on Sequential Images |
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| NI Chen-min,YE Mao-dong,CHEN Xiao-chun,WEI Xue-hui. A New Algorithm for Removing Impulse Noise Based on Sequential Images[J]. Journal of Southern Yangtze University:Natural Science Edition, 2007, 6(5): 532-536 | |
| Authors: | NI Chen-min YE Mao-dong CHEN Xiao-chun WEI Xue-hui |
| Affiliation: | 1. Department of Mathematics, Yangen University, Quanzhou 362014, China; 2. College of Science, Zhejiang University, Hangzhou 310027, China; 3. Yingzhou Middle School, Ningbo 315000, China |
| Abstract: | Focused on the highly corrupted(>50%)images by impulse noise,a noise detective algorithm pixel by pixel is proposed using sequential images.Firstly,the good pixels and noise pixels are judged with MMEM algorithm,and the good pixels are copied to the output image.Then,caculating the relationship between the noise density and the number of the images needed,by importing the estimating operator of noise density,an adaptive algorithm for image denoising is proposed.The experimental results show that the method is better than traditional algorithms. |
| Keywords: | impulse noise highly corrupted sequential images median filter |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |