• DocumentCode
    2219625
  • Title

    Influence of camera properties on image analysis in visual tunnel surveillance

  • Author

    Pflugfelder, Roman ; Bischof, Horst ; Domínguez, Gustavo Fernández ; Nölle, Michael ; Schwabach, Helmut

  • Author_Institution
    ARC Seibersdorf Res. GmbH, Austria
  • fYear
    2005
  • fDate
    13-15 Sept. 2005
  • Firstpage
    868
  • Lastpage
    873
  • Abstract
    CCTV and image analysis systems for automatic incident detection are major tools in tunnel safety management. This paper presents results of a feasibility study called VITUS-1. Among others, one aim of VITUS-I was to compare image analysis methods for robust object detection, tracking and incident detection. Image quality improvements were shown by using digital camera technology instead of state-of-the-art analogue CCTV. To improve image quality and robustness of existing image analysis methods, requirements on several camera properties were defined. We want to sensitise primarily tunnel operators and tunnel CCTV experts that commercial image analysis systems usually do not claim such requirements, e.g. requirements on resolution. This paper shows with a simple camera model that a robust detection of test objects is hardly feasible with typical tunnel CCTV (PAL resolution, 20° viewing angle, 212m camera distance). As a consequence, the specifications of tunnel CCTV should be adjusted to the needs of image analysis systems. Simple experiments with real video data show the applicability of the camera model.
  • Keywords
    cameras; image resolution; object detection; road traffic; surveillance; traffic engineering computing; automatic incident detection; digital camera technology; image analysis; image analysis systems; image quality; robust object detection; state-of-the-art analogue CCTV; tunnel safety management; visual tunnel surveillance; Digital cameras; Image analysis; Image quality; Image resolution; Image sequence analysis; Object detection; Robustness; Safety; Surveillance; Vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems, 2005. Proceedings. 2005 IEEE
  • Print_ISBN
    0-7803-9215-9
  • Type

    conf

  • DOI
    10.1109/ITSC.2005.1520164
  • Filename
    1520164