Title :
Robust real time tracking of a vehicle by image processing
Author :
Chateau, Thieny ; Lapresté, J.T.
Author_Institution :
LASMEA, Univ. Blaise Pascal, Aubiere, France
Abstract :
The authors present a robust real time tracking of a vehicle by image processing. A planar model defined by a center and few interest points of the object is used. This algorithm works at 15 Hz on a personal computer under Linux and is robust concerning both geometrical aspects as planar rotation and scale modification as well as illumination changes and partial occlusions. Real experimentations prove the validity of the method.
Keywords :
adaptive control; filtering theory; image processing; microcomputers; motion control; road vehicles; tracking; 15 Hz; Linux; adaptive cruise control; image processing; partical filter; personal computer; planar model; robust real time tracking; vehicle tracking; Adaptive control; Image processing; Lighting; Linux; Microcomputers; Particle filters; Particle tracking; Programmable control; Robustness; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium, 2004 IEEE
Print_ISBN :
0-7803-8310-9
DOI :
10.1109/IVS.2004.1336401