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一种基于高斯滤波与矢量微分算子的小波多尺度边缘检测算法
引用本文:董慧颖,虞闯. 一种基于高斯滤波与矢量微分算子的小波多尺度边缘检测算法[J]. 沈阳化工学院学报, 2001, 15(2): 105-107
作者姓名:董慧颖  虞闯
作者单位:沈阳工业学院信息科学与工程分院,
摘    要:采用一种基于高斯滤波与矢量微分算子相结合的近似小波多尺度边缘算法。该算法分别选定大小2个高斯滤波器的尺度,并将其分别与原努图像作卷积,从而得到图像的多尺度信息。以矢量微分算子为卷积核与滤波后的图像进行运算,在获得的梯度向量上,沿相角方向取模为极大值的点为边界点,将该方法用于边缘检测,获得较好的效果。

关 键 词:边缘检测 小波变换 矢量微分算子 图象处理 高斯滤波 小波多尺度边缘检测算法
文章编号:1004-4639(2001)02-0105-03
修稿时间:2001-03-12

A Wavelet Multi-Scale Edge Detecting Algorithm Based on Gaussian Filter andVector Differential Operator
DONG Hui ying,YU Chuang. A Wavelet Multi-Scale Edge Detecting Algorithm Based on Gaussian Filter andVector Differential Operator[J]. Journal of Shenyang Institute of Chemical Technolgy, 2001, 15(2): 105-107
Authors:DONG Hui ying  YU Chuang
Abstract:This paper uses an approach of approximate wavelet multi scale edge detecting algorithm based on Gaussian filter and vector differential operator.This method selects large and small scales that are convoluted with original image separately.So we can obtain multi scale information of the image.Then we take the vector operator as a core of convolution that is operated with the image filtered.On obtained gradient vector,along the direction of phase,we take the point with maxmium value of mode as a edge point.We use this method in edge detecting and gain a better result.
Keywords:edge detecting  wavelet transform  vector differential operator  image processing
本文献已被 CNKI 维普 万方数据 等数据库收录!
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