Stochastic Fractal Dimension Image

Nicholas Tustison*,James Gee
Abstract
Stochastic Fractal Dimension Image

Abstract

Fractal analysis for medical image classification and analysis was introduced in cite{Chen1989}. According to the authors, when viewed as an intensity surface, Mandelbrot\'s fractal theory provides an informative framework for characterizing such a surface. Using the fractional Brownian motion model, the authors provide an algorithm for converting a scalar image to a fractal dimension image for classification purposes or edge enhancement. This submission constitutes a report on the ITK implementation of this algorithm.

Keywords

textureedge enhancementfractal
Manuscript
Source Code and Data

Source Code and Data

Source.DS_Store6 KBCMakeLists.txt2 KBIJMacros.txt3.9 KBImageCompare.cxx8 KBOutputsf_1.0.00.nii.gz1.1 KBsf_1.0.01.nii.gz1.1 KBsf_1.0.02.nii.gz865.1 KBsf_1.1.01.nii.gz857.1 KBsf_1.1.02.nii.gz860.1 KBsf_1.1.03.nii.gz857.4 KBsf_1.1.04.nii.gz855.4 KBsf_1.1.05.nii.gz856 KBsf_1.1.06.nii.gz858.4 KBsf_1.1.07.nii.gz857.7 KBsf_1.1.08.nii.gz862.3 KBsf_1.1.09.nii.gz870.7 KBsf_1.1.10.nii.gz860.4 KBsf_1.1.11.nii.gz816.7 KBsf_1.1.12.nii.gz865.7 KBsf_1.1.13.nii.gz859.1 KBsf_Lenna.nii.gz861.7 KBitkScalarToFractalImageFilter.h3.3 KBitkScalarToFractalImageFilter.txx6.4 KBitkScalarToFractalImageFilterTest.cxx6.7 KBtextures.DS_Store6 KB1.0.00.png1.1 KB1.0.01.png2 KB1.0.02.png257.1 KB1.1.01.png219.5 KB1.1.02.png202.3 KB1.1.03.png204.7 KB1.1.04.png200.2 KB1.1.05.png194.5 KB1.1.06.png218.2 KB1.1.07.png193.4 KB1.1.08.png144.1 KB1.1.09.png147.3 KB1.1.10.png177.9 KB1.1.11.png174 KB1.1.12.png188.3 KB1.1.13.png191.7 KBLenna.png463.5 KB

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