DocumentCode :
1679919
Title :
A hybrid method for robot navigation based on MR code landmark
Author :
Dong, Xiao Ming ; Yuan, Kui ; Zhu, Zhiping ; Wen, Feng
Author_Institution :
Dept. of Hi-tech Innovation Center, Chinese Acad. of Sci., Beijing, China
fYear :
2010
Firstpage :
6676
Lastpage :
6680
Abstract :
Robot navigation has been a hot topic in the area of mobile robot. A lot of research has been undergone ranging from noble algorithms to applications. Fisheye image has wide angle View and it is easy to obtain the position of the object and keep it in vision within large scale, so it is an important research domain in robot navigation. However it has a disadvantage that the image obtained from fisheye has severe distortions which improve the difficulties in object detection. In this paper we combine the fisheye image and the image of the popular lens for the robot navigation based on the artificial landmark. To improve the speed we still design a continually changing window for the robust landmark tracking. Experiment shows that this hybrid method can recognize and track the landmark robustly and implement robot navigation in room environment effectively.
Keywords :
mobile robots; object detection; optical tracking; path planning; position control; robot vision; MR code landmark; angle view; artificial landmark; fisheye image; mobile robot; object detection; object position; robot navigation; robust landmark tracking; room environment; vision; Feature extraction; Image edge detection; Imaging; Lenses; Navigation; Robots; Robustness; fisheye image; landmark recognition; robot navigation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
Type :
conf
DOI :
10.1109/WCICA.2010.5554155
Filename :
5554155
Link To Document :
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