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基于有限邻域EMD和小波分析的图像边缘检测
Image Edge Detection Based on Neighborhood Limited EMD Method and Wavelet Analysis
【摘要】 提出了一种基于有限邻域EMD(Neighborhood Limited Empirical Mode Decomposition)与小波分析相结合的图像边缘检测方法。首先将图像信号进行有限邻域EMD分解,将其分解成n个IMF(Intrinsic Mode Function)函数,再对每个IMF函数进行小波变换。将该方法应用于图像的边缘提取,较好地得到了图像的边缘信息。
【Abstract】 An effective algorithm of image edge detection based on neighborhood limited empirical mode decomposition and wavelet analysis is presented.The image signal is decomposed to a number of IMF function via neighborhood limited EMD,then each IMF function is processed by wavelet transform.The application of this method to image shows that it is effective and practical.
【关键词】 有限邻域EMD;
小波变换;
图像边缘检测;
【Key words】 Neighborhood limited EMD; Wavelet transform; Image edge detection;
【Key words】 Neighborhood limited EMD; Wavelet transform; Image edge detection;
- 【文献出处】 微计算机信息 ,Microcomputer Information , 编辑部邮箱 ,2011年01期
- 【分类号】TP391.41
- 【被引频次】5
- 【下载频次】160