[1]林其伟.采用脉冲宽度检测的自适应滤波算法[J].智能系统学报,2008,3(6):548-551.
LIN Qi-wei.An adaptive filtering algorithm with impulse width testing[J].CAAI Transactions on Intelligent Systems,2008,3(6):548-551.
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LIN Qi-wei.An adaptive filtering algorithm with impulse width testing[J].CAAI Transactions on Intelligent Systems,2008,3(6):548-551.
采用脉冲宽度检测的自适应滤波算法
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
3
期数:
2008年第6期
页码:
548-551
栏目:
学术论文—人工智能基础
出版日期:
2008-12-25
- Title:
- An adaptive filtering algorithm with impulse width testing
- 文章编号:
- 1673-4785(2008)06-0548-04
- Keywords:
- noise model; noise density; adaptability; filtering
- 分类号:
- TP301.6,TN911.73
- 文献标志码:
- A
- 摘要:
- 在对图像中干扰噪声模型分析的基础上，提出基于脉冲宽度和噪声模型检测的自适应噪声滤波算法，通过判定干扰噪声的脉冲宽度及分布密度来确定滤波器窗口的大小及类型，从而有效去除复合型干扰噪声.实验结果表明所提出的算法操作简单，对实际图像的处理效果优于一般常用噪声平滑滤波器的输出结果.
- Abstract:
- An adaptive noise filtering algorithm was developed that uses impulse width and noise model detection. With this method, we determine the types and sizes of the windows of the noise filter by the impulse widths and their distribution densities, so that composite noise can be effectively removed from images and the detail of the image can be preserved. The algorithm has been tested with several images. Experimental results indicate that the proposed algorithm is easy to use and the output image quality of the proposed algorithm is superior to that of commonly used noise filters.
- 参考文献/References:
-
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［2］朱菊华，杨??? 新，李??? 俊. 一种改进的自适应保细节中值滤波算法［J］. 计算机工程与应用，2001，37(3):93-95.
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［3］孙忠贵，王??? 玲. 一个关于脉冲噪声去除的灰度形态学模型［J］. 计算机应用与软件，2006，23(6): 31-32.
?SUN Zhonggui, WANG Ling. A new grayscale morphological model for elminating pulse noises of images［J］. Computer Applications and Software, 2006, 23(6): 31-32.
［4］LIN H M，WILSON A N. Median filters with adaptive length［J］. IEEE Trans Circuits System，1988，35(6)： 593-599.
［5］张?? 恒，雷志辉，丁晓华. 一种改进的中值滤波算法［J］.中国图象图形学报， 2004， 9(4)：408- 411.
?ZHANG Heng, LEI Zhihui, DING Ｘiaohua. An improved method of median filter［J］. Journal of Image and Graphics, 2004, 9(4): 408-411.
备注/Memo
收稿日期：2007-10-15.
基金项目：福建省自然科学基金计划资助项目（A0610022）；国务院侨办科研基金资助项目（06QZR03）.
作者简介：
林其伟，男，1957生，副教授.主要研究方向为信号与信息处理、智能仪器仪表、智能信息处理、计算机通信与网络安全等.发表学术论文30余篇.
更新日期/Last Update:
2009-04-06