Fast high-precision ellipse detection method

作者:

Highlights:

• A fast high-precision ellipse detection method is proposed.

• Method is based on arc extraction algorithm and candidate selection strategy.

• Its performance is demonstrated on three public datasets.

• Results show it is approximately 75% faster than state-of-the-art methods.

• It provides comparable or higher precision with a detection time of less than 30 ms.

摘要

•A fast high-precision ellipse detection method is proposed.•Method is based on arc extraction algorithm and candidate selection strategy.•Its performance is demonstrated on three public datasets.•Results show it is approximately 75% faster than state-of-the-art methods.•It provides comparable or higher precision with a detection time of less than 30 ms.

论文关键词:Ellipse detection,Gaussian filter,Corner detection,Arc matching,Saliency score

论文评审过程:Received 31 March 2020, Revised 10 October 2020, Accepted 29 October 2020, Available online 31 October 2020, Version of Record 5 November 2020.

论文官网地址:https://doi.org/10.1016/j.patcog.2020.107741