• DocumentCode
    3159048
  • Title

    Curvelet transform based object tracking

  • Author

    Nigam, Swati ; Khare, Ashish

  • Author_Institution
    Dept. of Electron. & Commun., Univ. of Allahabad, Allahabad, India
  • fYear
    2010
  • fDate
    17-19 Sept. 2010
  • Firstpage
    230
  • Lastpage
    235
  • Abstract
    In this paper, we have proposed a new object tracking method in video sequences which is based on curvelet transform. The wavelet transform has widely been used for object tracking purpose, but it cannot well describe curve discontinuities. We have used curvelet transform for tracking. Tracking is done using energy of curvelet coefficients in sequence of frames. This method is suitable for object tracking as well as human object tracking purpose also. The proposed method is simple and does not require any other parameter except curvelet coefficients. Experimental results demonstrate performance of this method.
  • Keywords
    curvelet transforms; image sequences; object detection; optical tracking; video signal processing; curve discontinuity; curvelet coefficient; curvelet transform; frame sequence; object tracking; video sequence; wavelet transform; Algorithm design and analysis; Communications technology; Computers; Humans; Signal processing algorithms; Wavelet transforms; Curvelet Transform; Object Tracking; Video Sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communication Technology (ICCCT), 2010 International Conference on
  • Conference_Location
    Allahabad, Uttar Pradesh
  • Print_ISBN
    978-1-4244-9033-2
  • Type

    conf

  • DOI
    10.1109/ICCCT.2010.5640431
  • Filename
    5640431