Title :
On robot self-navigation in outdoor environments by color image processing
Author :
Ghurchian, R. ; Takahashi, T. ; Wang, Z. ; Nakano, E.
Author_Institution :
Graduate Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Abstract :
Road-following by mobile robots under varying outdoor illumination demands special care to be taken on development of an algorithm, which should be flexible to color changes in sunny or shadow parts. The ill-structured weak-paved or dirt roads such as forest or mountain roads have no significant geometrical shape and are not planar. This paper describes a selective color-based road extraction method, in which appropriate color parameters are selected by one sample color of the road. We also report on experiments with mission of a small 4-wheel mobile robot equipped with a color camera sensor through a real natural field.
Keywords :
feature extraction; image colour analysis; mobile robots; navigation; roads; video cameras; color camera sensor; color image processing; color parameters; mobile robots; mountain roads; outdoor illumination; real natural field; road extraction method; robot self-navigation; Asphalt; Cameras; Color; Image processing; Lighting; Mobile robots; Navigation; Roads; Robot vision systems; Shape;
Conference_Titel :
Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 7th International Conference on
Print_ISBN :
981-04-8364-3
DOI :
10.1109/ICARCV.2002.1238496