Title :
Fast and robust tracking of multiple moving objects with a laser range finder
Author :
Kluge, Boris ; Köhler, Christian ; Prassler, Erwin
Author_Institution :
Res. Inst. for Appl. Knowledge Process., Ulm Univ., Germany
Abstract :
In this paper we focus on the task of tracking multiple moving objects in rapidly changing, dynamic environments. Objects are extracted from laser range finder images and correspondences between successive images are established by network optimization techniques. The approach is implemented on a robotic wheelchair, used in two applications and evaluated experimentally.
Keywords :
image matching; image sequences; laser ranging; object recognition; optical tracking; optimisation; stability; fast robust tracking; image correspondences; laser range finder images; multiple moving objects; network optimization techniques; rapidly changing dynamic environments; robotic wheelchair; Bipartite graph; Humanoid robots; Humans; Image segmentation; Mobile robots; Robot sensing systems; Robotic assembly; Robustness; Vehicle dynamics; Wheelchairs;
Conference_Titel :
Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on
Print_ISBN :
0-7803-6576-3
DOI :
10.1109/ROBOT.2001.932853