• DocumentCode
    2500884
  • Title

    License Plate Detection Using Local Structure Patterns

  • Author

    Lee, Younghyun ; Song, Taeyup ; Ku, Bonhwa ; Jeon, Seoungseon ; Han, David K. ; Ko, Hanseok

  • Author_Institution
    Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
  • fYear
    2010
  • fDate
    Aug. 29 2010-Sept. 1 2010
  • Firstpage
    574
  • Lastpage
    579
  • Abstract
    We address the problem of license plate detection in video surveillance systems. The Adaboost based approach, known for relative ease of implementation, makes use of discriminative features such as edges or Haar-like features. In this paper, we propose a novel detection algorithm based on local structure patterns for license plate detection. The proposed algorithm includes post-processing methods to reduce false positive rate using positional and color information of license plates. Experimental results demonstrate effectiveness of the proposed method compared to both the edge and Haar-like feature based methods.
  • Keywords
    image colour analysis; object detection; video signal processing; video surveillance; Adaboost based approach; Haar-like feature based methods; color information; false positive rate reduction; license plate detection; local structure patterns; positional information; post-processing methods; video surveillance systems; Classification algorithms; Feature extraction; Image color analysis; Image edge detection; Kernel; Licenses; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Video and Signal Based Surveillance (AVSS), 2010 Seventh IEEE International Conference on
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-8310-5
  • Type

    conf

  • DOI
    10.1109/AVSS.2010.48
  • Filename
    5597079