• DocumentCode
    1813635
  • Title

    Vehicle Color Recognition Using Vector Matching of Template

  • Author

    Li, Xiuzhi ; Zhang, Guangming ; Fang, Jing ; Wu, Jian ; Cui, Zhiming

  • Author_Institution
    Inst. of Intell. Inf. Process. & Applic., Soochow Univ., Suzhou, China
  • fYear
    2010
  • fDate
    29-31 July 2010
  • Firstpage
    189
  • Lastpage
    193
  • Abstract
    As an important feature of vehicle, vehicle color plays a significant role in Intelligent Transportation Systems. Traditional vehicle color recognition using experience-based artificial demarcation of threshold and voting method to identify, can´t meet the requirements of the recognition rate in complex environments of video traffic and subdivision of vehicle color. In this paper, we present a method inspired on vector matching of template and a color normalization operator for video pretreatment, and then select HSI color space and Relative error distance matching algorithm. After experimental analysis, we compare our method with various common parameters in color recognition in order to get optimal results. Experimental results show that our method obtains a higher recognition rate in a variety of external environment and multi-color classification.
  • Keywords
    image classification; image colour analysis; image matching; traffic engineering computing; video signal processing; HSI color space selection; color normalization operator; experience-based artificial demarcation; intelligent transportation systems; multicolor classification; relative error distance matching algorithm; template vector matching; threshold method; vehicle color recognition; video pretreatment; video traffic; voting method; Classification algorithms; Color; Euclidean distance; Histograms; Image color analysis; Support vector machine classification; Vehicles; color normalization; vector matching of template; vehicle color recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Commerce and Security (ISECS), 2010 Third International Symposium on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-1-4244-8231-3
  • Electronic_ISBN
    978-1-4244-8231-3
  • Type

    conf

  • DOI
    10.1109/ISECS.2010.50
  • Filename
    5557405