• DocumentCode
    2382815
  • Title

    Integrating plan-view tracking and color-based person models for multiple people tracking

  • Author

    Iocchi, Luca ; Bolles, Robert C.

  • Author_Institution
    Artificial Intelligence Center, SRI Int., Menlo Park, CA, USA
  • Volume
    3
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    Tracking multiple people in a dynamic environment is important in many applications. Recent research in this area has focused either on geometric analysis or appearance models. In this paper we distinguish four types of tracking problems, and then describe an approach for combining geometric analysis and appearance-based tracking to "hold on to" people in three of these situations.
  • Keywords
    computational geometry; image colour analysis; image recognition; tracking; appearance-based tracking; color-based person models; geometric analysis; multiple people tracking; plan-view tracking; Artificial intelligence; Geometry; Light sources; Lighting; Performance evaluation; Predictive models; Security; Sensor systems; Solid modeling; Surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530531
  • Filename
    1530531