期刊文献+

基于小波分析与Snake模型的图像边缘检测方法 被引量:9

Images Edge Detection Based on Wavelets Transform and Snake Model
在线阅读 下载PDF
导出
摘要 利用小波分析理论和GVF(梯度矢量流)Snake动态轮廓模型方法,提出了一种图像边缘检测的新方法-WVF(小波变换矢量流)Snake模型。计算机模拟表明,该方法克服了小波分析方法得到的边缘不连续的缺点,同时比GVFSnake模型具有更好的抗噪性。从而提高了动态轮廓模型方法检测复杂图像边缘线的能力。 A new images edge-detection method-Wavelets Vector Flow Snake model method is put forward on the basis of the wavelets theory and GVF snake model. Computer simulation results show that the method solves the uncontinuity of the edge produced by the warelets mothod and improves the anti-noise a-bility of the GVF Snake model, enhances the ability of the Snake model to detect the complicated images.
出处 《青岛大学学报(自然科学版)》 CAS 2005年第1期77-81,共5页 Journal of Qingdao University(Natural Science Edition)
基金 山东省自然科学基金资助项目(Y2003G01)
关键词 图像 边缘检测 小波变换 SNAKE模型 梯度矢量流 images edge-detection wavelets transform snake model gradient vetorflow
  • 相关文献

参考文献6

  • 1章国宝,叶桦,陈维南.基于正交小波变换的多尺度边缘提取[J].中国图象图形学报(A辑),1998,3(8):651-654. 被引量:38
  • 2Mallat S, Zhang S. Characterization of signals from multiscale edge[J]. IEEE Trans PAMI, 1992,14(7) :710-732.
  • 3Mallat S,Hwang W. Singularity Detection and processing with Wavelets[J]. IEEE Transcation on Information Theory,1992,38(2): 617-643.
  • 4Kass M, Witkin A, Terzopouls D. Snake: active contour models[J]. Proceeding of International Journal of Computer Vision, 1987,1(4): 321-331.
  • 5周继鹏,耿国华,周明全.一种新的动态轮廓模型[J].计算机研究与发展,1998,35(8):734-738. 被引量:14
  • 6Xu C. Prince J L. Gradient Vector Flow: A New External Forces for Snakes[C]. In: Proceeding of IEEE International conference on CVPR, 1997,6: 66-71.

二级参考文献5

  • 1Xu G,Pattern Recognit,1994年,27卷,7期,879页
  • 2Canny J. A Computational Approach to Edge Detection. IEEE TPAMI, 1986 ,8(6):679-698.
  • 3Mallat S G,Zhong S. Charaterization of Signals from Multiscale Edges. IEEE T-PAMI , 1992,14(7):710-732.
  • 4Mallat S,Hwang W. Singularity Detection and Processing with Wavelets. IEEE Transcation on Information Theory, 1992, 38(2):617-643,.
  • 5Daubecbies I. Orthonormal Bases of Compactly Supported Wavelets. Communication on Pore and Applied Mathematics, XLI,1988,909-996.

共引文献48

同被引文献37

引证文献9

二级引证文献144

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部