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常用边缘检测算法的定量比较
引用本文:陈彦燕,王元庆.常用边缘检测算法的定量比较[J].计算机工程,2008,34(17):202-204.
作者姓名:陈彦燕  王元庆
作者单位:南京大学电子科学与工程系,南京,210093
基金项目:国家自然科学基金资助项目(60472026)
摘    要:在总体定性分析的基础上,根据边缘连通度、抗噪性能、运算复杂度等典型的边缘检测算法性能标准,利用定量计算结果比较并验证各种边缘特征提取算法的优缺点。采用B样条三次曲线对原始图像进行拟合,显著提高了检测后的图像质量。实验结果表明,该方法可以很好地应用于图像处理领域。

关 键 词:边缘检测  边缘连通度  频谱图  三次样条插值

Quantitative Comparison of Common Edge Detection Algorithms
CHEN Yan-yan,WANG Yuan-qing.Quantitative Comparison of Common Edge Detection Algorithms[J].Computer Engineering,2008,34(17):202-204.
Authors:CHEN Yan-yan  WANG Yuan-qing
Affiliation:(Depterment of Electronic Science & Engineering, Nanjing University, Nanjing 210093)
Abstract:Based on whole qualitative analysis, this paper compares and validates merits and demerits of various edge detection algorithms in a quantificational way from several typical judgement standards for edge detection algorithms like edge connectivity, nosie resistence ability, operation complexity. By means of B cubic spline interpolation, it improves the quality of the detected images. Experiental results show that this methods can be well applied in the region of image processing.
Keywords:edge detection  edge connectivity  spectrum map  cubic spline interpolation
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