Towards Fast and Accurate Ellipse and Semi-Ellipse Detection

Ren Jin, Hafiz Muhammad Owais, Tao Song, Defu Lin

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

Ellipse detection is an important task in machine vision and can be used to solve other high-level visual problems. In the past, many studies have been conducted by researchers at high precision ellipse fitting, but most of the proposed solutions are not fast enough to be applied in real-time detection for larger images or with limited hardware resources. This paper improves the accuracy of ellipse detection by improving the candidate ellipse scoring method and geometric constraints. Combined with ellipse fitting algorithm, the proposed method can perform real-time ellipse and semi ellipse detection. The efficiency of the algorithm is proven by using three popular datasets which shows the state of the art ellipse and semiellipse detection performance.

源语言英语
主期刊名2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings
出版商IEEE Computer Society
743-747
页数5
ISBN(电子版)9781479970612
DOI
出版状态已出版 - 29 8月 2018
活动25th IEEE International Conference on Image Processing, ICIP 2018 - Athens, 希腊
期限: 7 10月 201810 10月 2018

出版系列

姓名Proceedings - International Conference on Image Processing, ICIP
ISSN(印刷版)1522-4880

会议

会议25th IEEE International Conference on Image Processing, ICIP 2018
国家/地区希腊
Athens
时期7/10/1810/10/18

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