Title :
A simple pose estimation method based on co-planar feature points
Author :
Weigao Xu ; Zuofeng Zhou ; Jianzhong Cao ; Bing Zhao ; Weigao Xu ; Bing Zhao
Author_Institution :
Xi´an Inst. of Opt. & Precision Mech., Xi´an, China
Abstract :
This paper presents a simple method to solve the P4P problem based on co-planar feature points. By enhancing the geometric constraints of the feature points which attached to the target previously, we obtain the three-dimensional camera coordinates of the feature points in two different formulas. Then the translation vector and three rotation angles describing the relationship between target coordinate system and camera coordinate system are computed using a closed-form solution directly. In order to improve the precision about the extraction of the image center coordinate of the feature point, we use the morphology expansion operation to achieve it. The experimental results and theoretical analysis which were compared with the previous method demonstrate that our method is more fast and effective.
Keywords :
cameras; pose estimation; vectors; P4P problem; camera coordinate system; closed-form solution; coplanar feature points; geometric constraint; image center coordinate; morphology expansion operation; pose estimation method; rotation angle; target coordinate system; three-dimensional camera coordinate; translation vector; Cameras; Closed-form solutions; Computer vision; Estimation; Iterative methods; Real-time systems; P4P; closed-form solution; co-planar feature points; pose estimation;
Conference_Titel :
Control, Automation and Robotics (ICCAR), 2015 International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-7522-1
DOI :
10.1109/ICCAR.2015.7166017