一种基于梯度极值的边缘检测算法

苑玮琦, 王建军, 张宏勋

苑玮琦, 王建军, 张宏勋. 一种基于梯度极值的边缘检测算法[J]. 信息与控制, 1997, 26(2): 117-120.
引用本文: 苑玮琦, 王建军, 张宏勋. 一种基于梯度极值的边缘检测算法[J]. 信息与控制, 1997, 26(2): 117-120.
YUAN Weiqi, WANG Jianjun, ZHANG Hongxun. A DIFFERENTIAL EXTREMUM BASED EDGE DETECTION ALGORITHM[J]. INFORMATION AND CONTROL, 1997, 26(2): 117-120.
Citation: YUAN Weiqi, WANG Jianjun, ZHANG Hongxun. A DIFFERENTIAL EXTREMUM BASED EDGE DETECTION ALGORITHM[J]. INFORMATION AND CONTROL, 1997, 26(2): 117-120.

一种基于梯度极值的边缘检测算法

详细信息
    作者简介:

    苑玮琦,男,36岁,博士生.研究领域为图象处理,模式识别,信号检测技术.
    王建军,男,36岁,博士生.研究领域为图象处理,模式识别.
    张宏勋,男,64岁,博士生导师.研究领域为质量检测,过程控制.

A DIFFERENTIAL EXTREMUM BASED EDGE DETECTION ALGORITHM

  • 摘要: 分析了经典微分边缘检测算法存在的问题,提出了一种基于局部区域微分极值的边界检测算法,该算法的特点是在局部区域边界检测窗口内直接提取边界象素,分割的边界为真实边界,边界连续性好,适合于照度不均匀图象的分割.实例给出了令人满意的结果.
    Abstract: The paper analyzes the existent question about the differential algorithm for image segmentation first, and then proposes a differential extremum based edge detection algorithm. The feature of the algorithm lies in that the edge pixel is directly extracted at a local window for the edge detection, the extracted edge is a true edge, and the edge possesses good continuity. The algorithm is suited for-segmentation of the image having inhomogeneous-illumination. The segmentation experiment gaves a satisfactory result.
  • 1 Rosenfeld A,Kak A C.Digital Picture Processing.Academic Press,1976
    2 Davis L S.A Survey of Edge Detection Techniques.Comput Graphics Image Processing,1975,4:248~270
    3 John Canny.A Computational Approach to Edge Detection.IEEE Trans,1986,RAMI-8:679~698
    4 Pal N R,Pal Sankar K.A Review of Image Segmentation Techniques.PR,1993,26:1277~1294
    5 Kundu M K,Pal S K.Thresholding for Edge Detection Using Human Psychovisual Phenomena.Pattern Recognition Letter,1986,4:433~441
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出版历程
  • 收稿日期:  1996-09-07
  • 发布日期:  1997-04-19

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