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小波变换及骨架提取在图像边缘检测中的应用 被引量:4

The Application of Wavelet Transform and Skeletonization in Image Edge Detection
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摘要 提出了一种基于小波变换及骨架提取的图像边缘检测算法,该算法将小波变换、边缘点检测和骨架提取合并成一个完整过程,减少了图像中纹理对边缘提取的影响.实验结果表明,该算法有较好的边缘检测效果. In this paper, a image edge detection method based on wavelet transform theory and skeletonization algorithm is presented. The wavelet transform theory, image edge points detection method and skeletonization algorithm are combined as a whole process. The experiment results show that the method could achieve its best image edge detection performance minimizing the veins influence in the image edge detection process.
作者 赵静 唐晓静
出处 《宁夏大学学报(自然科学版)》 CAS 2004年第4期328-331,共4页 Journal of Ningxia University(Natural Science Edition)
关键词 边缘检测 小波变换 边缘检测算子 骨架提取 edge detection wavelet transform edge detection operator skeletonization
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参考文献4

  • 1Julez B. A method of coding TV signals based on edge detection[J]. Bell System Tech, 1959,7(4): 1001.
  • 2Marimont D H, Rubner Y. A probabilistic framework for edge detection and scale selection [J]. Computer Vision, 1998,6(7) :207.
  • 3Canny J. A computational approach to edge detection[J].IEEE Trans Patter and Mach Intell, 1986,8 (6): 679.
  • 4Mallat S G. A theory for multiresolution signal decomposition: The wavelet representation [J]. IEEE on PAMI, 1989,11(7) :675.

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