• DocumentCode
    1862727
  • Title

    Toward real-time human detection and tracking in diverse environments

  • Author

    Koenig, Nathan

  • Author_Institution
    iRobot Corp., Burlington
  • fYear
    2007
  • fDate
    11-13 July 2007
  • Firstpage
    94
  • Lastpage
    98
  • Abstract
    Human-robot interaction (HRI) encompasses numerous disciplines from psychology to mechanical engineering. Each field contributes to a robot´s ability to better understand and respond to humans actions, and behaviors. A common thread is the need to detect a person and their location within an environment. In this paper we tackle the issue of identifying which objects in a scene are people. We also discuss current work on human detection, and strategies for improved performance.
  • Keywords
    image recognition; robots; diverse environments; human tracking; human-robot interaction; real-time human detection; Cameras; Clothing; Humans; Laser modes; Layout; Motion analysis; Robot sensing systems; Robot vision systems; Robustness; Support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Development and Learning, 2007. ICDL 2007. IEEE 6th International Conference on
  • Conference_Location
    London
  • Print_ISBN
    978-1-4244-1116-0
  • Electronic_ISBN
    978-1-4244-1116-0
  • Type

    conf

  • DOI
    10.1109/DEVLRN.2007.4354077
  • Filename
    4354077