• DocumentCode
    2278833
  • Title

    Vehicle detection and classification based on morphological technique

  • Author

    Ranga, H T Pandu ; Ravi Kiran, M. ; Raja Shekar, S. ; Naveen Kumar, S.K.

  • Author_Institution
    Dept. of ECE, Govt. Eng. Coll. Hassan, Hassan, India
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    45
  • Lastpage
    48
  • Abstract
    Detection and classification of vehicles is very essential for the purpose of traffic control and management. We propose efficient algorithm based on image processing using top view of vehicles according to their size. The algorithm is based on different techniques including image differencing, thresholding, edge detection and binary morphological process. Our work is simulated with the help of very strong scientific tool Matlab. In the present work we achieved a satisfactory result for vehicle detection and classification.
  • Keywords
    edge detection; image processing; pattern classification; road vehicles; traffic engineering computing; edge detection; image processing; morphological technique; scientific tool Matlab; traffic control; vehicle classification; vehicle detection; Cameras; Classification algorithms; Image edge detection; Roads; Vehicle detection; Vehicles; Image Processing; edge detection; morphological process; thresholding; vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing (ICSIP), 2010 International Conference on
  • Conference_Location
    Chennai
  • Print_ISBN
    978-1-4244-8595-6
  • Type

    conf

  • DOI
    10.1109/ICSIP.2010.5697439
  • Filename
    5697439