• 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