Ellipse detection based on symmetry

被引:54
作者
Lei, YW [1 ]
Wong, KC [1 ]
机构
[1] Nanyang Technol Univ, Sch Appl Sci, Ctr Graph & Imaging Technol, Singapore 639798, Singapore
关键词
symmetry detection; ellipse detection; feature extraction; image processing;
D O I
10.1016/S0167-8655(98)00127-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a novel and generic approach is proposed for detecting ellipses from symmetric contours in a picture efficiently. The idea is based on the detection of the symmetric axes from contours in a Hough-based approach, so as to transform a high-dimensional problem into two two-dimensional ones. From the idea, the algorithms for detecting symmetric axes and ellipses are designed and tested. From the algorithm analyses, this method is practical and runs faster than the current-reported methods. By experiments, this method demonstrates highly effective and robust results. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:41 / 47
页数:7
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