DocumentCode
2729153
Title
Comparative Evaluation of Various Fractal Dimension Estimation Methods
Author
Lehamel, M. ; Hammouche, Kamal
Author_Institution
Fac. de Genie Electr. et d´´Inf., Univ. Mouloud Mammeri, Tizi-ouzou, Algeria
fYear
2012
fDate
25-29 Nov. 2012
Firstpage
259
Lastpage
266
Abstract
The fractal dimension (FD) is an indicator of the complexity of form, shape or texture of images. Several fractal dimension estimation methods which lead to different results are developed. This paper draws up a survey on FD estimation methods and presents a comparative evaluation between eleven FD estimation techniques belonging to three different approaches namely box-counting, area measurement and fractional Brownian motion.
Keywords
area measurement; computational geometry; estimation theory; fractals; image texture; area measurement; box-counting; comparative evaluation; complexity indicator; eleven FD estimation techniques; fractional Brownian motion; image texture; various fractal dimension estimation methods; Area measurement; Brownian motion; Estimation; Fractals; Image analysis; Rough surfaces; Surface morphology; Fractal dimension estimation; area measurement; box-counting; fractional Brownian motion (fBm); image analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Image Technology and Internet Based Systems (SITIS), 2012 Eighth International Conference on
Conference_Location
Naples
Print_ISBN
978-1-4673-5152-2
Type
conf
DOI
10.1109/SITIS.2012.46
Filename
6395104
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