• DocumentCode
    3580833
  • Title

    Multiscale fractal dimension modelling on leaf venation topology pattern of Indonesian medicinal plants

  • Author

    Rahmad, Aziz ; Herdiyeni, Yeni ; Buono, Agus ; Douady, Stephane

  • Author_Institution
    Dept. of Comput. Sci., Bogor Agric. Univ., Bogor, Indonesia
  • fYear
    2014
  • Firstpage
    357
  • Lastpage
    361
  • Abstract
    This research proposed a new model to differentiate leaf venation topology patterns using Multiscale Fractal Dimension. Identification of medicinal plants is important considering wide range of biodiversity in Indonesia and significant role of medicinal plants in Indonesia. Plants identification can be performed with shape analysis using plant leaf venation as a feature. Multiscale Fractal Dimension is a shape analysis method that analyze shapes through its complexity. In this research three Indonesian medicinal plants species has their leaf venation topologies modelled with Multiscale Fractal Dimension. The result shows that while the difference is not remarkably clear, there are irregularities that can be made more evident with multiscale analysis. Future works can include Multiscale Fractal Dimension as one technique to identify plants.
  • Keywords
    biology; image classification; shape recognition; Indonesian medicinal plant; biodiversity; leaf venation topology pattern; multiscale fractal dimension modelling; plant identification; shape analysis method; Estimation; Fractals; Image edge detection; Noise; Shape; Topology; Veins; leaf venation topology; medicinal plant; multiscale fractal dimension;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Science and Information Systems (ICACSIS), 2014 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICACSIS.2014.7065847
  • Filename
    7065847