• DocumentCode
    2043193
  • Title

    Novel block matching algorithm using predictive motion vector for video object tracking based on color histogram

  • Author

    Chitaliya, N.G. ; Trivedi, A.I.

  • Author_Institution
    Electron. & Commun. Eng. Dept., Sardar Vallabhbhai Patel Inst. of Technol., Vasad, India
  • Volume
    5
  • fYear
    2011
  • fDate
    8-10 April 2011
  • Firstpage
    81
  • Lastpage
    85
  • Abstract
    Block matching motion estimation plays significant role for video processing and Computer Vision. Various methods based on mean shift and particle trackers are used to track the object on video sequence. Block matching algorithm is normally used for video compression technique. A novel, simple and fast block matching algorithm has been proposed using predictive motion vector for object tracking. Color histogram is used for matching criteria for the motion tracking. The proposed algorithm is considered with a flexible size of block as well as pixel displacement. Also early termination of the object as well as object out of boundary is considered. Experiments were conducted on different types of real world movie sequences.
  • Keywords
    data compression; image colour analysis; image matching; image sequences; motion estimation; target tracking; video coding; block matching motion estimation; color histogram; computer vision; mean shift; motion tracking; movie sequences; particle trackers; pixel displacement; predictive motion vector; video compression technique; video object tracking; video processing; video sequence; Algorithm design and analysis; Histograms; Image color analysis; Motion estimation; Prediction algorithms; Target tracking; Block matching; Color Histogram; Motion Estimation; object tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics Computer Technology (ICECT), 2011 3rd International Conference on
  • Conference_Location
    Kanyakumari
  • Print_ISBN
    978-1-4244-8678-6
  • Electronic_ISBN
    978-1-4244-8679-3
  • Type

    conf

  • DOI
    10.1109/ICECTECH.2011.5941961
  • Filename
    5941961