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[1]曹珩,杨述斌,罗帆,等.多尺度全方位复合广义形态边缘检测的算法[J].武汉工程大学学报,2010,(09):78-81.[doi:10.3969/j.issn.16742869.2010.09.019]
　CAO Heng,YANG Shu bin,LUO Fan,et al.General edge detection algorithm of compound mathematic morphology based on mulitscale and omnidirection structure[J].Journal of Wuhan Institute of Technology,2010,(09):78-81.[doi:10.3969/j.issn.16742869.2010.09.019]
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多尺度全方位复合广义形态边缘检测的算法(/HTML)
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《武汉工程大学学报》[ISSN:1674-2869/CN:42-1779/TQ]

卷:
期数:
2010年09期
页码:
78-81
栏目:
其他
出版日期:
2010-09-30

文章信息/Info

Title:
General edge detection algorithm of compound mathematic
morphology based on mulitscale and omnidirection structure
文章编号:
16742869(2010)09007804
作者:
曹珩; 杨述斌; 罗帆; 贺玺
武汉工程大学电气信息学院,湖北 武汉 430074
Author(s):
CAO Heng; YANG Shubin; LUO Fan; HE Xi
School of Electrical and Information Engineering, Wuhan Institute of Technology, Wuhan 430074, China
关键词:
广义形态边缘检测; 多尺度; 全方位; 复合
Keywords:
general morphological edge detection;  multiscale;  omnidirection;  compound
分类号:
TP391
DOI:
10.3969/j.issn.16742869.2010.09.019
文献标志码:
A
摘要:
提出一种多尺度全方位复合广义形态边缘检测的算法,在广义抗噪形态学算子基础上加以改进,采用多尺度全方位的思想对图像提取不同方向的边缘,将结果平均加权得到不同方向的抗噪算子,将其复合得到最终的边缘。仿真结果表明文中提出的算法具有很好的边缘检测效果,抗噪性能也优于经典的边缘检测算子.
Abstract:
This paper puts forward a kind of general edge detection algorithm of compound mathematic morphology based on mulitscale and omnidirection structure. The method of mulitscale and omnidirection structure is proposed in this paper to extract the different edge detection results.Averaging the results can gain different kinds of antinoise operator;then the operators can be compound to get the final edge.The simulation results show that the arithmetic has a very strong ability of edge detection arithmetic,and it is more efficient in the aspect of filtering the noise than the the classical edge detection arithmetic.

参考文献/References:

［1］龚声溶,刘纯平,王强.数字图像处理与分析［M］.北京:清华大学出版社,2006.
［2］张小琳.图像边缘检测技术综述［J］.高能量密度物理,2007,3(1):3640.
［3］龚炜,石青云,程民德.数字空间中的数学形态学理论及应用［M］.北京:科学出版社,1997.
［4］Haralick R M, Stemberg S R, Zhuang X.Image Analysis Using Mathematical Morphology［J］.IEEE Trans Comput,1987,9(3):532550.
［5］王芬芬,白秋果,王彪,等.基于多结构元素的形态学抗噪边缘检测算法［J］.电子测量技术,2008,31(4):3637.
［6］杨述斌,彭复员.噪声污染图象中的广义形态边缘检测器［J］.计算机工程与应用,2002,38(17):9192.
［7］杨述斌,陈艳菲,程莉.交替滤波的加权形态边缘检测算法［J］.武汉工程大学学报,2009,31(7):8890.
［8］刘清,林土胜.基于数学形态学的图像边缘检测算法［J］.华南理工大学学报自然科学版,2008,36(9):113116.

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备注/Memo

备注/Memo:
陈小平收稿日期:20100608作者简介:曹珩(1981),男,湖北武汉人,硕士研究生.研究方向:数字信号与图像处理.指导老师:杨述斌，副教授，硕士，硕士生指导老师.研究方向:数字信号与图像处理.
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