• DocumentCode
    1940233
  • Title

    Traffic incident detection system using series of point detectors

  • Author

    Hi-ri-o-tappa, K. ; Likitkhajorn, C. ; Poolsawat, A. ; Thajchayapong, S.

  • Author_Institution
    NECTEC, Nat. Sci. & Technol. Dev. Agency, Bangkok, Thailand
  • fYear
    2012
  • fDate
    16-19 Sept. 2012
  • Firstpage
    182
  • Lastpage
    187
  • Abstract
    This paper proposed a traffic incident detection system that can report the occurrence of traffic incidents, which occur between detectors. Based on the previously proposed dynamic time warping algorithm [2,3], this incident detection system monitors and assesses changes at upstream and downstream sites. Then, if the upstream-downstream changes are associated with traffic incidents, the system raised an alarm and report CCTV images on site, which are sent to traffic operators to further response. Performance evaluations are conducted using real-world traffic data where it is shown that the incident detection algorithm used in the proposed system achieves 94% detection rate and low false alarm rate. We also show that the proposed incident detection system outperforms a previously proposed incident detection system algorithm [4].
  • Keywords
    closed circuit television; computerised monitoring; image recognition; object detection; traffic engineering computing; CCTV images; downstream sites; dynamic time warping algorithm; false alarm rate; performance evaluations; point detectors series; real-world traffic data; traffic incident detection system; traffic operators; upstream sites; upstream-downstream changes; Algorithm design and analysis; Detectors; Heuristic algorithms; Performance evaluation; Standards; Time measurement; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    2153-0009
  • Print_ISBN
    978-1-4673-3064-0
  • Electronic_ISBN
    2153-0009
  • Type

    conf

  • DOI
    10.1109/ITSC.2012.6338692
  • Filename
    6338692