• DocumentCode
    345987
  • Title

    Extraction of traffic information from images at DEIS

  • Author

    Viarani, Enrico

  • Author_Institution
    DEIS, Bologna Univ., Italy
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    1073
  • Lastpage
    1076
  • Abstract
    This paper reports about the research work currently going on at DEIS, University of Bologna, on the use of computer vision for extraction of information from urban traffic images. Two algorithms are described: the first, named “virtual inductive loop” (VIL), computes image differences on small windows of the traffic scene between an updated background and the actual window and is specific for vehicle counting and detection. The second algorithm, based on the block matching algorithm (BMA), is particularly suitable for vehicle motion detection and tracking. It consists of a BMA implementation (improved with respect to the standard version) followed by a regularisation step based on a custom median filter, of a labelling algorithm and of a tracking step. Finally, we present our future plan for the research developments concerning these topics
  • Keywords
    computer vision; feature extraction; image matching; image motion analysis; median filters; road traffic; tracking; DEIS; University of Bologna; block matching algorithm; computer vision; custom median filter; image differences; labelling algorithm; regularisation step; traffic information extraction; updated background; urban traffic images; vehicle counting; vehicle detection; vehicle motion detection; vehicle tracking; virtual inductive loop; Computer science; Computer vision; Data mining; Intelligent transportation systems; Layout; Length measurement; Monitoring; Traffic control; Vehicle detection; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Processing, 1999. Proceedings. International Conference on
  • Conference_Location
    Venice
  • Print_ISBN
    0-7695-0040-4
  • Type

    conf

  • DOI
    10.1109/ICIAP.1999.797741
  • Filename
    797741