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基于Bubble小波的多尺度边缘提取
Multiscale Images Registration Approach Using Bubble Wavelet Transform to Extract Edge Feature
【摘要】 根据列车轮对图像的特性,主要探讨了基于小波分析的原理,并基于 Bubble 二进小波函数进行图像多尺度边缘提取。利用边缘相关判据排除噪声边缘,取边缘响应极大点作为配准控制点。实验结果显示,本方法能够很准确地提取出图像的主要边缘信息。
【Abstract】 According to the properties of train wheel image,in this paper the concept of wavelet transform is intro- duced.The proposed approach applies wavelet transform to extract a number of feature points as the basis for registra- tion.And multi-scale edges of image are obtained.Each selected feature points is an edge point whose edge response is the maximum within a neighborhood.The results show that the edge has good property and can be used for matching of images.
【关键词】 图像处理;
小波变换;
Bubble;
边缘提取;
【Key words】 Image processing; Wavelet transform; Bubble; Edge extraction;
【Key words】 Image processing; Wavelet transform; Bubble; Edge extraction;
- 【文献出处】 计算机科学 ,Computer Science , 编辑部邮箱 ,2006年01期
- 【分类号】TP391.41
- 【被引频次】4
- 【下载频次】145