• DocumentCode
    697910
  • Title

    Learning Dirichlet kernel histogram functions for pattern recognition

  • Author

    Niijima, Koichi

  • Author_Institution
    Kyushu Univ., Fukuoka, Japan
  • fYear
    2009
  • fDate
    24-28 Aug. 2009
  • Firstpage
    1528
  • Lastpage
    1532
  • Abstract
    A formula of approximating histograms is presented. The formula is an explicit function of data permitting the inclusion of unknown parameters. The parameters in the formula are learned so as to classify training data to build a pattern classifier. Recognition is performed by applying the classifier to testing data. Our method is used for the recognition of vehicle-type.
  • Keywords
    image classification; learning (artificial intelligence); object recognition; Dirichlet kernel histogram functions; pattern classifier; pattern recognition; vehicle-type; Abstracts; Histograms; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2009 17th European
  • Conference_Location
    Glasgow
  • Print_ISBN
    978-161-7388-76-7
  • Type

    conf

  • Filename
    7077482
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=697910