DocumentCode
174533
Title
Vector texture features for colour images: Construction and elements of comparison
Author
Ledoux, A. ; Richard, N. ; Capelle-Laize, Anne-Sophie ; Ivanovici, Mihai
Author_Institution
XLIM-SIC, Univ. de Poitiers, Futuroscope, France
fYear
2014
fDate
22-24 May 2014
Firstpage
980
Lastpage
985
Abstract
In this paper, we explore an original way to compute texture features for colour images in a vector process. To do it, we used a dedicated approach for colour mathematical morphology using distance function. We show in this paper the scientific construction of morphological spectra. We compare the obtained morphological spectra using different colour mathematical morphology methods existing in from the literature. First classification results are given using a fractal image database.
Keywords
feature extraction; image colour analysis; image texture; mathematical morphology; colour image; colour mathematical morphology; distance function; fractal image database; morphological spectra; vector process; vector texture features; Complexity theory; Convergence; Fractals; Gray-scale; Image color analysis; Morphology; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Optimization of Electrical and Electronic Equipment (OPTIM), 2014 International Conference on
Conference_Location
Bran
Type
conf
DOI
10.1109/OPTIM.2014.6851025
Filename
6851025
Link To Document