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
Link To Document :
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