• DocumentCode
    1620817
  • Title

    Moving object detection and identification from MPEG coded data

  • Author

    Yoneyama, A. ; Nakajima, Yoshiki ; Yanagihara, Hideto ; Sugano, M.

  • Author_Institution
    Internet Appl. Group, KDD Kamifukuoka R&D Labs., Saitama, Japan
  • Volume
    2
  • fYear
    1999
  • Firstpage
    934
  • Abstract
    Moving object detection is a useful tool for such purposes as intelligent video browsing/analysis and video surveillance systems. Previously several algorithms have been reported on moving object detection from compressed video data. However, in these algorithms, flat regions are often falsely detected. In addition if multiple moving objects are involved, each moving object may not be identified and therefore object tracking becomes very difficult. We describe a fast moving detection and identification method from MPEG coded data. The experimental results show that each moving object is successfully identified for several surveillance sequences.
  • Keywords
    code standards; data compression; discrete cosine transforms; identification; image motion analysis; image sequences; object detection; surveillance; telecommunication standards; tracking; transform coding; video coding; DCT coefficients; MPEG coded data; MPEG standards; algorithms; compressed video data; experimental results; fast identification method; fast motion detection method; intelligent video browsing/analysis; moving object detection; moving object identification; multiple moving objects; object tracking; surveillance sequences; video surveillance systems; Decoding; Discrete cosine transforms; Image motion analysis; Motion analysis; Motion detection; Object detection; Satellite broadcasting; Surveillance; Transform coding; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
  • Conference_Location
    Kobe
  • Print_ISBN
    0-7803-5467-2
  • Type

    conf

  • DOI
    10.1109/ICIP.1999.823035
  • Filename
    823035