• DocumentCode
    268786
  • Title

    Parzen classification in generalised dissimilarity spaces

  • Author

    Trujillo-Pulgarín, C.A. ; Orozco-Alzate, Mauricio

  • Author_Institution
    Grupo de Calculo Cientifico y Modelamiento Matematico, Univ. Nac. de Colombia Sede Manizales, Manizales, Colombia
  • Volume
    49
  • Issue
    3
  • fYear
    2013
  • fDate
    Jan. 31 2013
  • Firstpage
    192
  • Lastpage
    193
  • Abstract
    The dissimilarity representation for pattern recognition has proved to be a feasible alternative to the traditional feature based approach. It is shown that the application of the Parzen classifier, in the so-called generalised dissimilarity space by feature lines, may improve the recognition performance obtained by other classification rules in the original dissimilarity space and in the generalised dissimilarity space.
  • Keywords
    image classification; image representation; pattern recognition; Parzen classification; Parzen classifier; classification rules; dissimilarity representation; feature lines; generalised dissimilarity spaces; original dissimilarity space; pattern recognition; recognition performance;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2012.3431
  • Filename
    6457564
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=268786