• DocumentCode
    2141046
  • Title

    Implementation and Evaluation of a High Speed License Plate Recognition System on an FPGA

  • Author

    Kanamori, Toshiyuki ; Amano, Hideharu

  • Author_Institution
    Keio Univ., Keio
  • fYear
    2007
  • fDate
    16-19 Oct. 2007
  • Firstpage
    567
  • Lastpage
    572
  • Abstract
    In order to address some problems on increasing traffic accidents, many researchers have paid attention to active safety techniques using sophisticated image processing like license number recognition. However, it is enough for warning a driver against danger of collision to measure distance to a licence plate of a preceeding car. This paper proposes a high speed FPGA off-loading engine for detecting the licence plate. A complicated algorithm is written in Handel-C, and parallel processing is explicitly utilized in every level of implementation; an input image is segmented into 16 areas, and each area is processed in parallel by a multiple calculation unit executing pipeline processing and a distributed memory module. A prototype circuit implemented on a general purpose FPGA board achieved 4.16 times performance as software execution on a Pentium-III desktop PC. The highest performance in literature; 100 frames per second; can be achieved even though extra computation time on an embedded processor and communication time with it are considered.
  • Keywords
    image recognition; image segmentation; road safety; traffic information systems; FPGA; Handel-C; active safety techniques; distributed memory module; high speed license plate recognition system; license number recognition; parallel processing; pipeline processing; sophisticated image processing; traffic accidents; Engines; Field programmable gate arrays; Image processing; Image recognition; Image segmentation; Licenses; Parallel processing; Pipeline processing; Road accidents; Safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology, 2007. CIT 2007. 7th IEEE International Conference on
  • Conference_Location
    Aizu-Wakamatsu, Fukushima
  • Print_ISBN
    978-0-7695-2983-7
  • Type

    conf

  • DOI
    10.1109/CIT.2007.167
  • Filename
    4385143