Title :
Global Vision Based Tracking of Multiple Mobile Robots in Subpixel Precision
Author :
Misel Brezak;Ivan Petrovic
Author_Institution :
University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, Croatia. misel.brezak@fer.hr
fDate :
7/1/2007 12:00:00 AM
Abstract :
This paper presents a new global vision system for tracking of multiple mobile robots, with special emphasis on following requirements: (i) high measurement precision and accuracy, (ii) robustness to light intensity changes, (iii) ability to track unlimited number of robots, and (iv) high speed and real time operation. In order to fulfill these requirements we use an IEEE 1394 camera with 80 fps, which delivers images in so called Bayer format. We also design a specific robot mark that enables measurement of robot locations directly in Bayer format image with subpixel precision. The developed vision system fulfils all of given requirements, which was verified by carefully performed experiments.
Keywords :
"Mobile robots","Robot vision systems","Robot kinematics","Machine vision","Cameras","Robot sensing systems","Navigation","Orbital robotics","Algorithm design and analysis","Robustness"
Conference_Titel :
Industrial Informatics, 2007 5th IEEE International Conference on
Print_ISBN :
978-1-4244-0850-4
Electronic_ISBN :
2378-363X
DOI :
10.1109/INDIN.2007.4384803