• DocumentCode
    2137708
  • Title

    The improvement and realization of a kind of Mean-Shift tracking algorithm

  • Author

    Ming, Wang

  • Author_Institution
    Department of information technology, Ningbo DaHongYing University, China
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    4159
  • Lastpage
    4162
  • Abstract
    This paper puts forward an improved model of Mean-Shift tracking algorithm. Aiming at the problem of unchanged kernel function bandwidth in the tracking process, it puts forward the improved Camshift algorithm and discusses the object model updating algorithm based on Kalman filter. The experiment shows that the Mean-Shift tracking algorithm by using LabVIEW can track a single object and multi-objects in outdoor scenes and can be applied in video monitoring.
  • Keywords
    Bandwidth; Filtering theory; Histograms; Kalman filters; Kernel; Target tracking; Mean-Shift; component; kernel function bandwidth; object model update; object tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5690788
  • Filename
    5690788
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2137708