• DocumentCode
    2870734
  • Title

    Genetic algorithms for automatic feature selection in a texture classification system

  • Author

    Stolpmann, Alexander ; Dooley, Laurence S.

  • Author_Institution
    Glamorgan Univ., UK
  • Volume
    2
  • fYear
    1998
  • fDate
    1998
  • Firstpage
    1229
  • Abstract
    This paper describes the use of genetic algorithms as feature selectors in a texture classification system. This is part of a system developed within a research project concerning the classification of genuine texture. An attempt is made to underline why an automatic feature selector is a useful part of the texture classification system. Furthermore a way of including the genetic algorithms into the system and the necessary feedback structure is explained
  • Keywords
    feature extraction; feedback; genetic algorithms; image classification; image texture; automatic feature selection; feature selectors; feedback structure; genetic algorithms; texture classification system; Clouds; Data mining; Electronic mail; Feature extraction; Feedback; Filtering; Genetic algorithms; Image edge detection; Image texture analysis; Statistical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-4325-5
  • Type

    conf

  • DOI
    10.1109/ICOSP.1998.770840
  • Filename
    770840