Title :
Human tracking of a mobile robot with an onboard LRF (Laser Range Finder) using human walking motion analysis
Author :
Sung, Yoonchang ; Chung, Woojin
Author_Institution :
Dept. of Mech. Eng., Korea Univ., Seoul, South Korea
Abstract :
Nowadays, human-following is becoming one of the key issues of a human-robot interaction. An LRF (Laser Range Finder) might be the appropriate sensor in dealing with a human-following since it gives accurate information on a distance. Both extracting leg images from an LRF and interpreting those images over a time period as a same person are important. In this paper, we propose how to group legs into a person from laser scanned images and how to track a target person robustly over a time period using attributes we defined. The proposed methods were successfully verified through an experiment.
Keywords :
feature extraction; human-robot interaction; laser ranging; mobile robots; robot vision; human tracking; human-following; human-robot interaction; laser scanned images; leg image extraction; mobile robot; onboard laser range finder; Humans; Legged locomotion; Robot sensing systems; Target tracking; Human-following; Human-robot interaction; LRF; Tracking method;
Conference_Titel :
Ubiquitous Robots and Ambient Intelligence (URAI), 2011 8th International Conference on
Conference_Location :
Incheon
Print_ISBN :
978-1-4577-0722-3
DOI :
10.1109/URAI.2011.6145998