• DocumentCode
    3330993
  • Title

    Projection-histograms for mean-shift tracking

  • Author

    Gouiffès, Michéle ; Laguzet, Florence ; Lacassagne, Lionel

  • Author_Institution
    IEF, Univ. of Paris 11, Orsay, France
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    4617
  • Lastpage
    4620
  • Abstract
    This paper proposes an extension to the mean shift tracking by using XY projection-histograms to model the object. More than providing statistical information about the target to track, they embed information about the spatial arrangement of pixels. This approach, without any complexity increase, provides a better robustness and quality of the tracking. That is asserted by the experiments performed on several sequences showing either vehicles or pedestrians in various contexts.
  • Keywords
    image colour analysis; image sequences; object tracking; target tracking; XY projection-histogram; mean-shift tracking; object color; object model; object sequence; pixel spatial arrangement; target tracking; Histograms; Image color analysis; Kernel; Robustness; Target tracking; Three dimensional displays; Color; Mean Shift Tracking; Projection Histograms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5651317
  • Filename
    5651317