• DocumentCode
    2592540
  • Title

    Synchrony as a tool to establish focus of attention for autonomous robots

  • Author

    Hasnain, Syed Khursheed ; Gaussier, Philippe ; Mostafaoui, Ghiles

  • Author_Institution
    ETIS, Univ. of Cergy-Pontoise, Cergy-Pontoise, France
  • fYear
    2012
  • fDate
    7-12 Oct. 2012
  • Firstpage
    2423
  • Lastpage
    2428
  • Abstract
    With technology and artificial intelligence advancements, the notion of professional service robots has emerged. Consequently, robots must share their physical and social space with human beings. How can robots select a partner among many interactants and how can they focus their attention on regions of interest? As psychologists consider synchrony as an important parameter for social interaction, we hypothesize that in the case of social interaction, people focus their attention on regions of interest where the visual stimuli are synchronized with their inner dynamics. Then, we assume that a mechanism able to detect synchrony between internal dynamics of a robot and external visual stimuli (optical flow) can be used as a starting point for human robot interaction. This kind of mechanism can also be involved in more complex tasks of interaction such as partner selection. Inspired by human psychological and neurobiological data, we propose a synchrony-based neural network architecture capable of selecting the robot partner and of locating focus of attention.
  • Keywords
    human-robot interaction; image sequences; neurocontrollers; robot vision; artificial intelligence; attention focus; autonomous robots; external visual stimuli; human psychological data; neurobiological data; optical flow; partner selection; professional service robots; psychologists; social interaction; synchrony-based neural network architecture; Automata; Frequency synchronization; Humans; Oscillators; Synchronization; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2012 IEEE/RSJ International Conference on
  • Conference_Location
    Vilamoura
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-4673-1737-5
  • Type

    conf

  • DOI
    10.1109/IROS.2012.6385912
  • Filename
    6385912