• DocumentCode
    3149162
  • Title

    Detection and recognition of road signs

  • Author

    Romadi, Mohammed ; Thami, R.O.H. ; Chiheb, Raddouane ; Romadi, Rahal

  • Author_Institution
    ENSIAS, Med V Souissi Univ., Rabat, Morocco
  • fYear
    2013
  • fDate
    8-9 Nov. 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, w e present a n application for t h e detection and recognition of Moroccan road signs together with their positions in video sequences taken by a mobile scanning vehicle in rural areas. Our approach is based on processing t h e operations of pictures: morphology, segmentation, edge detection and object recognition. The application runs on an algorithm which consists of five main steps: input (pre-recording video stream), processing of video keyframes, edge detection, detection of geometric shapes known panels, recognizing the meaning and the position of the panel detected.
  • Keywords
    edge detection; image recognition; image segmentation; image sequences; object detection; shape recognition; traffic engineering computing; Moroccan road sign detection; Moroccan road sign recognition; edge detection; mobile scanning vehicle; object recognition; panel geometric shape detection; panel position recognition; picture morphology; picture segmentation; rural areas; video keyframe processing; video sequences; Cameras; Computer vision; Detectors; Image edge detection; Roads; Robustness; Vehicles; FLANN; Road signs; SURF; detection; interest points;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ISKO-Maghreb, 2013 3rd International Symposium
  • Conference_Location
    Marrakech
  • Print_ISBN
    978-1-4799-3391-4
  • Type

    conf

  • DOI
    10.1109/ISKO-Maghreb.2013.6728127
  • Filename
    6728127