• DocumentCode
    1043196
  • Title

    Supervised learning of descriptions for image recognition purposes

  • Author

    Pellegretti, P. ; Roli, Fabio ; Serpico, Sebastiano B. ; Vernazza, Gianni

  • Author_Institution
    Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
  • Volume
    16
  • Issue
    1
  • fYear
    1994
  • fDate
    1/1/1994 12:00:00 AM
  • Firstpage
    92
  • Lastpage
    98
  • Abstract
    This study deals with a learning system for generation of descriptions of objects to be recognized in 2-D images. After proposing a framework for handling fuzzy and relational descriptions, we present the system obtained by making such a framework manage a well-known learning methodology. Satisfactory results and comparisons are reported
  • Keywords
    fuzzy set theory; image recognition; learning (artificial intelligence); 2D images; description learning; fuzzy descriptions; image recognition; relational descriptions; supervised learning; Biomedical imaging; Classification algorithms; Fuzzy systems; Image analysis; Image recognition; Learning systems; Machine learning; Power system management; Supervised learning; Testing;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.273712
  • Filename
    273712
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1043196