• DocumentCode
    2450096
  • Title

    Reach on Sobel Operator for Vehicle Recognition

  • Author

    Wang, Weihua

  • Author_Institution
    Sch. of Comput., ChongQing Univ. of Arts & Sci., Chongqing, China
  • fYear
    2009
  • fDate
    25-26 April 2009
  • Firstpage
    448
  • Lastpage
    451
  • Abstract
    Vehicle type recognition is an active subject in the area of computer pattern recognition, which has been a focus in reach for the last couple of decades because of its wide potential application. And edge detection is an important step for vehicle type recognition, a vehicle type recognition method based on Sobel was proposed. Also discussed are the vehicle vector and the vehicle recognize process. Experiments have been conducted for vehicle video. The result shows that the vehicle edge could be detected easily by the Sobel operator, and the vehicle feature can be extracted in short time. So, the Sobel operator can be good fit for vehicle type recognition.
  • Keywords
    edge detection; feature extraction; road vehicles; traffic engineering computing; Sobel operator; computer pattern recognition; edge detection; feature extraction; vehicle type recognition; Application software; Feature extraction; Focusing; Image edge detection; Image processing; Image texture analysis; Intelligent vehicles; Pattern recognition; Pixel; Vehicle detection; Sobel operator; boundary; edge detection; vehicl type; vehicle recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, 2009. JCAI '09. International Joint Conference on
  • Conference_Location
    Hainan Island
  • Print_ISBN
    978-0-7695-3615-6
  • Type

    conf

  • DOI
    10.1109/JCAI.2009.54
  • Filename
    5159038