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Novel ellipse extraction method based on edge segments

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, a novel ellipse extraction method based on edge segments formed by edge detection in an image is proposed. Edge segments are split into small pieces based on polygonal approximation and adjacent pieces are merged to elliptical arc segments according to the defined constrain. Then arc segments belong to the same ellipse are grouped into one arc segment by improved RANSAC algorithm. Finally, the accurate ellipse parameters are obtained by the least square fitting with those edge points lying on the same grouped arc segment. Experiments on synthetic and real images verify the good performance of the proposed method in the complex background images.

源语言英语
主期刊名Seventh International Symposium on Instrumentation and Control Technology
主期刊副标题Sensors and Instruments, Computer Simulation, and Artificial Intelligence
DOI
出版状态已出版 - 2008
活动7th International Symposium on Instrumentation and Control Technology: Sensors and Instruments, Computer Simulation, and Artificial Intelligence - Beijing, 中国
期限: 10 10月 200813 10月 2008

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
7127
ISSN(印刷版)0277-786X

会议

会议7th International Symposium on Instrumentation and Control Technology: Sensors and Instruments, Computer Simulation, and Artificial Intelligence
国家/地区中国
Beijing
时期10/10/0813/10/08

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