• DocumentCode
    998943
  • Title

    Supervised classification of marble textures using support vector machines

  • Author

    Martínez-Alajarín, J.

  • Author_Institution
    Dept. de Electron., Univ. Politecnica de Cartagena, Spain
  • Volume
    40
  • Issue
    11
  • fYear
    2004
  • fDate
    5/27/2004 12:00:00 AM
  • Firstpage
    664
  • Lastpage
    666
  • Abstract
    A novel approach is described for the supervised classification of marble textures in different classes according to visual appearance, using sum and difference histograms for texture analysis and feature extraction, and support vector machines for classification. Results show very good discrimination between classes.
  • Keywords
    feature extraction; image classification; image texture; learning (artificial intelligence); support vector machines; SVM; difference histogram; feature extraction; marble textures; sum histogram; supervised classification; support vector machines; texture analysis; visual appearance;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20040446
  • Filename
    1302791
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=998943