Title :
Time Series Action Support by Mobile Robot in Intelligent Environment
Author :
Fukuda, Tsukasa ; Nakauchi, Yasushi ; Noguchi, Katsunori ; Matsubara, Takashi
Author_Institution :
College of Eng. Syst., Grad. School of Syst. and Info. Eng. University of Tsukuba Tsukuba, Ibaraki 305-8573, Japan fukuda@hri.iit.tsukuba.ac.jp
Abstract :
Recent development of information technology is making electric household appliances computerized and networked. If the environments surrounding us could recognize our activities indirectly by sensors, the novel services, which respect our activities, can be possible. In this paper, we propose human activity recognition system, which infers the next human action by taking account of the past human behaviors observed so far. We also developed cooking support robot, which suggests what the human should do next by voice and gesture. Experimental results confirmed the feasibility of the inference system and the quality of support.
Keywords :
Data Mining; Human-Robot Interaction; Intelligent Environment; Mobile Robot; Computer networks; Home appliances; Humans; Information technology; Intelligent robots; Intelligent sensors; Mobile robots; Robot sensing systems; Robot vision systems; Sensor systems; Data Mining; Human-Robot Interaction; Intelligent Environment; Mobile Robot;
Conference_Titel :
Robotics and Automation, 2005. ICRA 2005. Proceedings of the 2005 IEEE International Conference on
Print_ISBN :
0-7803-8914-X
DOI :
10.1109/ROBOT.2005.1570553