• DocumentCode
    2770752
  • Title

    Designing filters for texture interpretation using genetic algorithms

  • Author

    Undrill, P.E. ; Delibasis, K. ; Cameron, G.G.

  • Author_Institution
    Dept. of Biomed., Aberdeen Univ., UK
  • fYear
    1997
  • fDate
    35487
  • Firstpage
    42461
  • Lastpage
    42466
  • Abstract
    Many medical images contain objects with characteristic shape and texture. Detection and classification of regional outlines can be made more robust if specific texture descriptors are established and then matched in an appropriate feature space. The authors develop a design approach which, after training, is able to discriminate between regions with structured texture. They then apply the same general method to images with random texture
  • Keywords
    medical image processing; filters; genetic algorithms; medical images; random texture; regional outline classification; regional outline detection; structured texture; texture descriptors; texture interpretation;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Pattern Recognition (Digest No. 1997/018), IEE Colloquium on
  • Conference_Location
    London
  • Type

    conf

  • DOI
    10.1049/ic:19970127
  • Filename
    598539