DocumentCode :
408103
Title :
Movement control of two-wheeled mobile robots using visual information
Author :
Yasuda, Gen Ichi ; Bin, Ge
Author_Institution :
Nagasaki Inst. of Appl. Sci., Japan
Volume :
1
fYear :
2003
fDate :
8-13 Oct. 2003
Firstpage :
576
Abstract :
This paper presents an experimental study on recognition of position and orientation, and movement control of soccer robots using a global vision system. A color image segmentation method based on YUV color information of each pixel of the color image is applied to the recognition of position and orientation of a small mobile robot. First the lower and higher threshold values of Y, U, and V are determined for the sample color markers. Then color image segmentation is performed using the tables that transform each value of Y, U, and V in a pixel to membership in several color classes. The position and orientation of the robots and ball on the field are efficiently and accurately recognized by calculating the center of gravity of each extracted color region. Experimental results of real-time movement control and ball handling are also presented.
Keywords :
computer vision; image colour analysis; image segmentation; mobile robots; object detection; object recognition; position control; color image segmentation method; global vision system; movement control; position recognition; soccer robots; two-wheeled mobile robots; visual information; Color; Control systems; Gravity; Image recognition; Image segmentation; Machine vision; Mobile robots; Pixel; Robot control; Robot vision systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics, Intelligent Systems and Signal Processing, 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN :
0-7803-7925-X
Type :
conf
DOI :
10.1109/RISSP.2003.1285638
Filename :
1285638
Link To Document :
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