Title :
Object tracking and classification for multiple active safety and comfort applications using a multilayer laser scanner
Author :
Fuerstenberg, Kay Ch ; Dietmayer, Klaus
Author_Institution :
Dept. of Meas., Control & Microtechnol., Ulm Univ., Germany
Abstract :
This paper summarises new approaches combining distance and reflectivity measurements of laser scanners in order to track and classify more accurately. Additionally a new method is introduced, which analyses the motion of the legs of a pedestrian, in order to distinguish between moving pedestrians and balls or boxes in motion. A first estimation of the motion of the pedestrians legs is performed just one second after the first detection. The analysis is widely independent of the pedestrians´ distance and direction of motion.
Keywords :
automobiles; image classification; image sequences; laser variables measurement; motion estimation; object detection; optical scanners; optical tracking; road safety; image sequences; laser scanner distance measurement; laser scanner reflectivity measurements; motion estimation; multilayer laser scanner; multiple active comfort; multiple active safety; object classification; object tracking; pedestrian leg motion analysis; Leg; Motion analysis; Nonhomogeneous media; Optical pulses; Pulse measurements; Reflectivity; Safety; Sensor systems and applications; Surface emitting lasers; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium, 2004 IEEE
Print_ISBN :
0-7803-8310-9
DOI :
10.1109/IVS.2004.1336487