Title :
Motion vision for mobile robot localization
Author :
Zhong, Zhiguang ; Yi, Jianqiang ; Zhao, Dongbin ; Hong, Yiping ; Li, Xinzheng
Author_Institution :
Inst. of Autom., Chinese Acad. of Sci., Beijing, China
Abstract :
This paper presents a localization method using motion vision. The proposed method locates a mobile robot relative to the object to which the robot moves. Two points are selected from the object as feature points. Consecutive two images containing the feature points are taken before and after the robot moves. Then, the poses of the robot can be determined according to the image coordinates of the feature points. A search algorithm is also presented to enhance the localization precision. It can find more correct image coordinates of the feature points based on the real detected image coordinates. Many experiments are performed on real images to justify this search algorithm. The results show that it is effective.
Keywords :
computer vision; mobile robots; search problems; image coordinates; mobile robot localization method; motion vision; search algorithm; Cameras; Computer vision; Intelligent robots; Intelligent systems; Laboratories; Mobile robots; Robot kinematics; Robot vision systems; Robotics and automation; Stereo vision;
Conference_Titel :
Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
Print_ISBN :
0-7803-8653-1
DOI :
10.1109/ICARCV.2004.1468834