• DocumentCode
    3244512
  • Title

    Moving object detection and tracking from moving camera

  • Author

    Kim, Won Jin ; Kweon, In-So

  • Author_Institution
    Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
  • fYear
    2011
  • fDate
    23-26 Nov. 2011
  • Firstpage
    758
  • Lastpage
    759
  • Abstract
    In this paper, we deal multi moving object detection and tracking under moving camera. Moving objects are detected by homography-based motion detection. After moving objects are detected, we apply online-boosting trackers to track moving objects. Because each tracker and detector is measured independently, we integrate two systems into one system. Hence, our algorithm detects and tracks multi moving objects without background modeling. We show experiment results from sequences which are obtained from natural outdoor scene.
  • Keywords
    image sensors; object detection; object tracking; homography based motion detection; moving camera; object detection; object tracking; online boosting trackers; Cameras; Detectors; Feature extraction; Object detection; Robot vision systems; Target tracking; Moving object detection; multi-object tracking; online learning; surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ubiquitous Robots and Ambient Intelligence (URAI), 2011 8th International Conference on
  • Conference_Location
    Incheon
  • Print_ISBN
    978-1-4577-0722-3
  • Type

    conf

  • DOI
    10.1109/URAI.2011.6146005
  • Filename
    6146005