Title
Efficient fractal dimension calculation method for feature extraction of skin images
Abstract
We applied the method of power spectrum to evaluate the state of the human skin using the analysis of textured images by fractal dimension. We extracted features from these skin images to classify the age and gender. For a good estimation, achieving pictures that include accurate information among taken pictures is necessary. However, in practical use the time required to find pictures that include accurate information is a problem. This paper presents an efficient method to calculate accurate fractal dimensions by extracting only relevant information from a picture. The fractal dimension is calculated continuously after cropping sections of a picture to include only the accurate information.
Year
DOI
Venue
2011
10.1504/IJBM.2011.040814
IJBM
Keywords
Field
DocType
fractal dimension, power spectrum, skin age, skin gender, noise, image cropping
Computer vision,Economics,Fractal dimension,Feature extraction,Spectral density,Artificial intelligence,Biometrics
Journal
Volume
Issue
ISSN
3
3
1755-8301
Citations 
PageRank 
References 
0
0.34
4
Authors
3
Name
Order
Citations
PageRank
Ali Parchamy Araghy110.75
Mie Sato28112.89
Masao Kasuga364.67