• DocumentCode
    507328
  • Title

    An Efficient Method Based on Orientation Field for Detection of License Plates

  • Author

    Wang, Lin ; Pan, Renlong ; Dai, Mo

  • Author_Institution
    Guizhou Univ. for Nat., Guiyang, China
  • Volume
    5
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    349
  • Lastpage
    353
  • Abstract
    License plate area contains rich texture and edge information. In our method, the car image first is divided into set of 5×5 non-overlapping black and a local orientation is defined for each black. The M×N car image is converted to an orientation image and a vertical edges image of size (M×N)/25. It reduces much processing time. The orientation and the vertical edges of black are calculated using Sobel operator. We remove most of the background and noise regions in the orientation and vertical edges image by an effective algorithm and segment the plate out from the original car image. Experimental results demonstrate the great robustness and efficiency of our method.
  • Keywords
    edge detection; Sobel operator; car image; edge information; license plate area; license plate detection; orientation field; orientation image; vertical edges image; Background noise; Character recognition; Color; Image converters; Image edge detection; Image segmentation; Intelligent transportation systems; Licenses; Pixel; Vehicles; Detection of license plates; Orientation field; Vertical edge extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.633
  • Filename
    5360600