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
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;
Conference_Titel :
Optimization of Electrical and Electronic Equipment (OPTIM), 2014 International Conference on
Conference_Location :
Bran
DOI :
10.1109/OPTIM.2014.6851025