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两种边缘检测方法的比较
引用本文:竺子民.两种边缘检测方法的比较[J].华中科技大学学报(自然科学版),1997(4).
作者姓名:竺子民
作者单位:华中理工大学光电子工程系
摘    要:明确了子波变换、Marr-Hidreth滤波器和神经网络侧抑制的相互关系,分析比较了优化法和自适应平滑法两种图像边缘检测方法的特性,就过零点检测给出了具体方案,为清除虚假过零点,设计了二阶导数过零与三阶导数小于零相结合的算法,取得了较好的边缘检测效果。

关 键 词:数字图像处理,边缘检测,方法

A Comparisoa between Two Methods of Edge Detection
Zhu Zimin.A Comparisoa between Two Methods of Edge Detection[J].JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE,1997(4).
Authors:Zhu Zimin
Abstract:The mutual relation between the wavelet transformation , the Marr Hidreth filter and later- al inhibition of the nervous network is made clear. A comparison is made between the specific features of two methods of edge detection , the optimal detector method and the adaptive smoothing one. A concrete approach to determining the zero-crossing is given to eliminate the false edges . An algorithm based on a combination of the zero-crossing of the second derivative and a negative third derivative has been designed. The result of edge detection is found to be satisfactory.
Keywords:digital image processing  edge detection  method  
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