Title :
Fractal dimension based on Minkowski-Bouligand method using exponential dilations
Author_Institution :
Depto. de Eng. Eletr. e de Comput., EESC-USP, Sao Carlos, Brazil
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;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2015.0156