吉林大学学报(理学版)

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一种快速亚像素边缘检测算法

徐中宇1, 宁闯1, 周亚洲2   

  1. 1. 长春工业大学 计算机科学与工程学院, 长春 130012; 2. 长春工业大学 基础科学学院, 长春 130012
  • 收稿日期:2013-03-25 出版日期:2014-03-26 发布日期:2014-03-20
  • 通讯作者: 宁闯 E-mail:ningchuang.521@163.com

A Fast Subpixel Edge Detection Algorithm

XU Zhongyu1, NING Chuang1, ZHOU Yazhou2   

  1. 1. College of Computer Science and Engineering, Changchun University of Technology, Changchun 130012, China;2. College of Basic Science, Changchun University of Technology, Changchun 130012, China
  • Received:2013-03-25 Online:2014-03-26 Published:2014-03-20
  • Contact: NING Chuang E-mail:ningchuang.521@163.com

摘要:

基于正交多项式拟合提出一种快速亚像素边缘检测算法, 并给出计算边缘点的直接表达式. 结果表明, 该算法有效地解决了目前亚像素边缘检测算法的检测精度和检测时间不能同时兼顾的问题. 通过与Gauss和空间矩两种亚像素边缘检测算法进行比较, 该算法能快速准确地求得亚像素级边缘位置.

关键词: 图像处理, 亚像素边缘检测, 正交多项式, 空间矩

Abstract:

A subpixel edge detection algorithm based on orthogonal polynomial fitting was proposed, and the direct expression to calculate edge points was given. The algorithm has higher detection accuracy and uses less detection time. However, previous subpixel edge detection algorithms can not solve
 these two problems simultaneously and effectively. Compared with Gauss and spatial moment algorithms, this algorithm can obtain the subpixel level edge position fast and accurately.

Key words: image processing, sub-pixel edge detection, orthogonal polynomials, space moment

中图分类号: 

  • TP391