• DocumentCode
    50700
  • Title

    Design of traffic sign detection, recognition, and transmission systems for smart vehicles

  • Author

    Mammeri, Abdelhamid ; Boukerche, Azzedine ; Almulla, Mohammed

  • Volume
    20
  • Issue
    6
  • fYear
    2013
  • fDate
    Dec-13
  • Firstpage
    36
  • Lastpage
    43
  • Abstract
    Traffic sign detection and recognition (TSDR) is an essential component of advanced driver assistance systems (ADAS). It is mainly designed to enhance driver safety through the fast acquisition and interpretation of traffic signs. However, such systems still suffer from the inability to accurately recognize signs. Moreover, the sharing of wirelessly recognized signs among vehicles is not yet supported by current systems. In some safety scenarios, vehicle-to-vehicle communication of traffic sign information is required. In this article, we first address challenges and undesirable factors facing TSDR systems. After that, we show how to design a TSDR system by addressing some useful techniques used in each stage of the system. For each stage, these techniques are regrouped into different categories. Then, for each category, a short description is given followed by some concluding remarks. Finally, the transmission of the recognized signs is briefly investigated.
  • Keywords
    driver information systems; image recognition; object detection; road safety; road vehicles; vehicular ad hoc networks; ADAS; TSDR; advanced driver assistance systems; driver safety; safety scenarios; smart vehicles; traffic sign detection; traffic sign information; traffic sign recognition; transmission systems; vehicle-to-vehicle communication; Cameras; Feature extraction; Image color analysis; Image edge detection; Image segmentation; Intelligent vehicles; Traffic control;
  • fLanguage
    English
  • Journal_Title
    Wireless Communications, IEEE
  • Publisher
    ieee
  • ISSN
    1536-1284
  • Type

    jour

  • DOI
    10.1109/MWC.2013.6704472
  • Filename
    6704472