• DocumentCode
    547620
  • Title

    An improved real-time target tracking algorithm by Kalman predictor in wavelet domain

  • Author

    Mehdi, Amoon ; Mohammad, Hamghalam ; Mostafa, Aghaee ; Gholam-ali, Rezai-Rad

  • Author_Institution
    Electr. & Electron. Eng. Dept., Iran Univ. of Sci. & Technol., Tehran, Iran
  • fYear
    2011
  • fDate
    17-19 May 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a new algorithm for detection and target tracking in dynamic scene. This paper predicts the moving objects based on kalman predictor to decrease the search window and to provide a new algorithm, which achieves an accurate and rapid tracking. In propose algorithm predict the position of target using kalman predictor and then The predicted results of moving target is transformed to wavelet domain and target tracking is performed in that domain. We show in this paper that this algorithm is appropriate for realtime target tracking and noisy scenes.
  • Keywords
    discrete wavelet transforms; object detection; target tracking; DWT; Kalman predictor; discrete wavelet transformation; improved real-time target tracking algorithm; rapid tracking; search window; target detection algorithm; Discrete wavelet transforms; Kalman filters; Prediction algorithms; Real time systems; Target tracking; Wavelet domain; kalman predictor; target tracking; template matching; wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2011 19th Iranian Conference on
  • Conference_Location
    Tehran
  • Print_ISBN
    978-1-4577-0730-8
  • Electronic_ISBN
    978-964-463-428-4
  • Type

    conf

  • Filename
    5955508