DocumentCode :
2321350
Title :
An Approach to Estimating Human Behaviors by Using an Active Vision Head
Author :
Watanabe, Keigo ; Izumi, Kiyotaka ; Shibayama, Kei ; Kamohara, Kohei
Author_Institution :
Dept. of Adv. Syst. Control Eng., Saga Univ.
fYear :
2006
fDate :
5-8 Dec. 2006
Firstpage :
1
Lastpage :
6
Abstract :
When an intelligent robot works together with human in a living space, we may often encounter a scene that the robot supports the human behaviors. Understanding of the human behavior is required for the robot to judge what kind of action serves as assistance to the human in such a scene. The present research aims at constructing a system that can understand the human behavior using the time series images for the movement of the human, which can be obtained from an active vision head. The first process estimates the human posture in each frame. The next process divides the basic human action into a posture and a position. The final process estimates the human behavior by examining the action and the target, under the assumption that the human behavior consists of the combination of an action and a behavioral target
Keywords :
gesture recognition; image motion analysis; intelligent robots; man-machine systems; pose estimation; robot vision; active vision head; assistance robots; human behavior estimation; human behavior understanding; human movement; human posture estimation; intelligent robot; time series images; Cameras; Head; Humans; Intelligent robots; Intelligent sensors; Layout; Orbital robotics; Robot sensing systems; Robot vision systems; Space technology; Human behavior; active vision head; assistance robots; real-time detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation, Robotics and Vision, 2006. ICARCV '06. 9th International Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0341-3
Electronic_ISBN :
1-4214-042-1
Type :
conf
DOI :
10.1109/ICARCV.2006.345325
Filename :
4150328
Link To Document :
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