Title :
Real-time vision system for autonomous mobile robot
Author :
Doi, Masataka ; Nakakita, Manabu ; Aoki, Yoshimitsu ; Hashimoto, Shuji
Author_Institution :
Humanoid Robotics Inst., Waseda Univ., Tokyo, Japan
Abstract :
In order to realize a vision system for an autonomous mobile robot used in a human living environment, it is necessary to observe human behaviors and to react to those actions. In this paper, we propose a real-time human tracking method based on vision system for an autonomous mobile robot. First, the system detects body parts as moving areas in the scene, and a face region or region specific to human is extracted in the detected area using color. Next, the facial gesture and head gesture are recognized. We implement the vision system on a mobile robot, and experimentally show the system can detect and track a human and his face in real-time
Keywords :
face recognition; image colour analysis; image sequences; interactive systems; man-machine systems; mobile robots; real-time systems; robot vision; target tracking; autonomous mobile robot; face recognition; human tracking; image color analysis; omnidirectional camera; optical flow; real-time system; robot human interactive system; robot vision; Cameras; Face detection; Face recognition; Humans; Machine vision; Mobile robots; Optical transmitters; Real time systems; Robot vision systems; Target tracking;
Conference_Titel :
Robot and Human Interactive Communication, 2001. Proceedings. 10th IEEE International Workshop on
Conference_Location :
Bordeaux, Paris
Print_ISBN :
0-7803-7222-0
DOI :
10.1109/ROMAN.2001.981944