• DocumentCode
    2877740
  • Title

    Level curve tracking algorithm for textural feature extraction

  • Author

    Da Costa, Jean Pierre ; Germain, Christian ; Baylou, Pierre

  • Author_Institution
    Equipe Signal et Imag, ENSERB, Talence, France
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    909
  • Abstract
    Topographic approaches are often used in the framework of texture characterization. More particularly, level curves proved to be interesting features to describe textures containing elongated patterns. Here, we provide an algorithm for level curve tracking based on a step by step propagation of a level set from a pixel to its neighbors. Textural feature extraction is then considered; orientation and pattern length measurement techniques are proposed. Pattern length retrieval is then exercised on composite material images taken from transmission electron microscopy
  • Keywords
    feature extraction; image texture; tracking; composite material images; elongated patterns; level curve tracking algorithm; orientation; pattern length measurement; step-by-step propagation; textural feature extraction; texture characterization; topographic approaches; transmission electron microscopy; Biomedical imaging; Composite materials; Electron microscopy; Feature extraction; Fingerprint recognition; Image retrieval; Length measurement; Level set; Shape; Surface topography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.903692
  • Filename
    903692