• DocumentCode
    3395151
  • Title

    The research of video browsing technology based on the moving target

  • Author

    Shaobin Li ; Xiaomeng Wang ; Pin Xu ; Gui Tong

  • Author_Institution
    Radio & Telev. Eng. Dept., Commun. Univ. of China, Beijing, China
  • fYear
    2011
  • fDate
    19-22 Aug. 2011
  • Firstpage
    1520
  • Lastpage
    1524
  • Abstract
    This study is designed to achieve a video browsing technology which allows users to browse the moving target of interest by controlling the moving object in the video scene. This study included the following: first, the tracking accuracy needed to be improved; second, we needed to accelerate the tracking speed to ensure that users could view real-time changes of moving object; third, a user-friendly interactive interface was needed. In this study, we applied both the pyramid Lucas-Kanade optical flow algorithm and Camshift algorithm to track the moving target, and optimized both of them by using parallel processing algorithm. Experimental results show that Camshift algorithm can make up the insufficient of optical flow algorithm to a certain extent, and the optimized algorithms are able to achieve real-time browsing of high-definition video.
  • Keywords
    image motion analysis; image sequences; interactive systems; parallel algorithms; target tracking; user interfaces; video signal processing; Camshift algorithm; high-definition video browsing; moving object control; moving target tracking; parallel processing algorithm; pyramid Lucas-Kanade optical flow algorithm; tracking accuracy; user-friendly interactive interface; video scene; Computer vision; Image motion analysis; Optical imaging; Real time systems; Streaming media; Target tracking; Camshift; Lucas-Kanade optical flow; the moving target; tracking; video browsing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
  • Conference_Location
    Jilin
  • Print_ISBN
    978-1-61284-719-1
  • Type

    conf

  • DOI
    10.1109/MEC.2011.6025762
  • Filename
    6025762