• DocumentCode
    3587860
  • Title

    Texture classification via area-scale analysis of raking light images

  • Author

    Klein, Andrew G. ; Do, Anh H. ; Brown, Christopher A. ; Klausmeyer, Philip

  • Author_Institution
    Dept. of Eng. & Design, Western Washington Univ., Bellingham, WA, USA
  • fYear
    2014
  • Firstpage
    1114
  • Lastpage
    1118
  • Abstract
    An image processing algorithm for photographic and inkjet paper texture classification is developed based on area-scale fractal analysis. This analysis has been applied in surface metrology, and relies on the fact that the measured area of a surface depends on the scale of observation. By comparing relative areas at various scales, the technique computes a measure of the topological similarity of two surfaces. Results show the algorithm is successful in detecting affinities among similarity groupings within a dataset of silver gelatin photographic papers and a dataset of inkjet papers.
  • Keywords
    image classification; image texture; area-scale fractal analysis; image processing algorithm; inkjet paper texture classification; photographic classification; raking light image; silver gelatin photographic paper; texture classification; Area measurement; Art; Feature extraction; Fractals; Rough surfaces; Silver; Surface roughness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2014 48th Asilomar Conference on
  • Print_ISBN
    978-1-4799-8295-0
  • Type

    conf

  • DOI
    10.1109/ACSSC.2014.7094630
  • Filename
    7094630