Direct solution for pose estimation of single circle with detected centre

作者：Wang, Changyuan^*; Chen, Derong; Li, Meng; Gong, Jiulu

来源：Electronics Letters, 2016, 52(21): 1751-1753.

DOI：10.1049/el.2015.3883

• pose estimation
• matrix algebra
• computer vision
• pose estimation
• single space circle
• monocular machine vision
• location estimation
• matrix transformation

A direct and analytical algorithm for pose estimation of single space circle in the context of monocular machine vision is proposed. Circular feature with detected centre in the image is used to find two special diameters, one is primarily found for estimating the location of space circle, the other is for estimating the normal vector. The proposed algorithm formulates the problem with solving equations instead of matrix transformation; by solving the equations efficiently, it obtains the single-valued true solution automatic without choosing the process. Experiments on real images prove that the proposed algorithm can achieve high accuracy. Automatic, efficiency and accuracy together make the proposed algorithm applicable especially in real-time system.

• 出版日期2016-10-13
• 单位北京理工大学