Title :
A fast and robust vision system for autonomous mobile robots
Author :
Hai-bo, Zhang ; Kui, Yuan ; Jin-dong, Liu
Author_Institution :
Inst. of Autom., Chinese Acad. of Sci., Beijing, China
Abstract :
Computer vision system is an important sensor for autonomous mobile robot. However, the design of a vision system that can satisfy the needs of both robustness and efficiency is still difficult. In this paper, a fast and robust vision system is described which increases its speed and robustness through choosing suitable color space, algorithms of mathematical morphology and active adjustment in parameters. All of the algorithms are employed in a pan-tilt vision system of an autonomous mobile robot.
Keywords :
image colour analysis; image segmentation; mobile robots; robot vision; stability; target tracking; color-based segmentation; computer vision system; mathematical morphology; mobile robots; pan-tilt vision system; Color; Computer vision; Decision making; Focusing; Information processing; Machine vision; Mobile robots; Morphology; Robotics and automation; Robustness;
Conference_Titel :
Robotics, Intelligent Systems and Signal Processing, 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN :
0-7803-7925-X
DOI :
10.1109/RISSP.2003.1285549