DocumentCode
476268
Title
An examination of fractal dimension approach of image classification
Author
Shih, An-zen
Author_Institution
Dept. of Inf. Eng., Jin-Wen Technol. Univ., Taipei
Volume
6
fYear
2008
fDate
12-15 July 2008
Firstpage
3156
Lastpage
3160
Abstract
In this paper we tested the application of fractal dimension on gamma-ray images. We discover that, contrary to general belief, fractal dimension is not always a good tool to help us to select the images that we are interested. Besides, we have pointed out that similar fractal dimension doesnpsilat means there are similar fractal pattern. We also discussed the possibility of applying fractal dimension in image recognition. We conclude that it should be careful to use FD as the main tool to recognize images but it can be an auxiliary parameter to help the decision.
Keywords
fractals; image classification; fractal dimension; fractal pattern; gamma-ray images; image classification; image recognition; Biomedical imaging; Cybernetics; Equations; Fractals; Image classification; Image recognition; Machine learning; Pixel; Shape; Testing; Fractal; Fractal dimension; Image classification;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location
Kunming
Print_ISBN
978-1-4244-2095-7
Electronic_ISBN
978-1-4244-2096-4
Type
conf
DOI
10.1109/ICMLC.2008.4620950
Filename
4620950
Link To Document