• DocumentCode
    106666
  • Title

    Fractal dimension based on Minkowski-Bouligand method using exponential dilations

  • Author

    Luppe, M.

  • Author_Institution
    Depto. de Eng. Eletr. e de Comput., EESC-USP, Sao Carlos, Brazil
  • Volume
    51
  • Issue
    6
  • fYear
    2015
  • fDate
    3 19 2015
  • Firstpage
    475
  • Lastpage
    477
  • Abstract
    The fractal dimension (FD) is an important feature used for classification and shape recognition. The best method to obtain the FD is the Bouligand-Minkowski method. However, this method is computationally exhaustive because of the use of the distance transform. Presented is a modification in the method and a proposed architecture, suitable for field programmable gate array implementation that enables calculating the FD in a simple and efficient way.
  • Keywords
    field programmable gate arrays; fractals; image classification; shape recognition; transforms; FD; FPGA; Minkowski-Bouligand method; distance transform; exponential dilation; fractal dimension; shape recognition;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2015.0156
  • Filename
    7062176