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  • 标题:Fractal and Multi-Scale Fractal Dimension Analysis: A Comparative Study of Bouligand-Minkowski Method
  • 本地全文:下载
  • 作者:André R. Backes ; Odemir M. Bruno
  • 期刊名称:INFOCOMP
  • 印刷版ISSN:1807-4545
  • 出版年度:2008
  • 卷号:7
  • 期号:02
  • 页码:74-83
  • 出版社:Federal University of Lavras
  • 摘要:Shape is one of the most important visual attributes used to characterize objects, playing a important role in pattern recognition. There are various approaches to extract relevant information of a shape. An approach widely used in shape analysis is the complexity, and Fractal Dimension and Multi-Scale Fractal Dimension are both well-known methodologies to estimate it. This papers presents a comparative study between Fractal Dimension and Multi-Scale Fractal Dimension in a shape analysis context. Through experimental comparison using a shape database previously classified, both methods are compared. Different parameters configuration of each method are considered and a discussion about the results of each method is also presented.
  • 关键词:Complexity, Shape Analysis, Fractal Dimension, Multi-Scale Fractal Dimension, Fourier Transform.
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