• DocumentCode
    1281140
  • Title

    Real-Time Security Monitoring Around a Video Surveillance Vehicle With a Pair of Two-Camera Omni-Imaging Devices

  • Author

    Yuan, Pei-Hsuan ; Yang, Kuo-Feng ; Tsai, Wen-Hsiang

  • Author_Institution
    Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
  • Volume
    60
  • Issue
    8
  • fYear
    2011
  • Firstpage
    3603
  • Lastpage
    3614
  • Abstract
    A pair of two-camera omni-imaging devices is designed for use on the roof of a video surveillance vehicle, and corresponding 3-D vision-based techniques for real-time security surveillance around the vehicle are proposed, which may be used to monitor passing-by persons around the vehicle. First, the design of the pair of two-camera omni-imaging devices, each device consisting of two omnicameras, with their optical axes vertically aligned, is described. Then, a new analytic technique for fast 3-D space data acquisition that is based on a panomapping method for image-to-world space transformation, as well as the rotational invariance property of the omni-image, is proposed. Techniques for constructing top- and perspective-view images for the convenient observation of the monitored environment are also proposed. Finally, 3-D vision techniques for automatically detecting passing-by persons and computing their locations and body heights are proposed, followed by experimental results, which show the precision and feasibility of the proposed techniques.
  • Keywords
    computer vision; object detection; vehicles; video surveillance; 3D space data acquisition; 3D vision; body heights; image-to-world space transformation; panomapping method; passing-by person detection; perspective-view images; realtime security monitoring; rotational invariance; top-view images; two-camera omni-imaging devices; video surveillance vehicle; Cameras; Mirrors; Pixel; Three dimensional displays; Vehicles; Video surveillance; 3-D data acquisition; Omnicamera; omni-image; passing-by person detection; perspective-view image; security monitoring; top-view image; video surveillance;
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2011.2162862
  • Filename
    5960807