Title :
A new method for texture image segmentation
Author :
Yassine, Idrissi Sidi ; Belfkih, Samir ; Najah, Said ; Zenkouar, Khalid
Author_Institution :
Dept. d´´Inf., Fac. des Sci. et Tech., Fés, Morocco
fDate :
Sept. 30 2010-Oct. 2 2010
Abstract :
In this paper we present a new texture descriptor based on the shape operator defined in differential geometry. Then we describe the texture feature analysis process based on the spectral histogram. After that we describe a new algorithm for texture segmentation using this descriptor, statistics based on the spectral histogram, and mathematical morphology. Many results are presented to illustrate the effectiveness of our approach.
Keywords :
differential geometry; image segmentation; image texture; mathematical morphology; statistical analysis; differential geometry; mathematical morphology; spectral histogram; texture descriptor; texture image segmentation; Gabor filters; Histograms; Image edge detection; Image segmentation; Manifolds; Pixel; Shape; Differential Geometry; Mathematical Morphology; Spectral Histogram; Textures Segmentation;
Conference_Titel :
I/V Communications and Mobile Network (ISVC), 2010 5th International Symposium on
Conference_Location :
Rabat
Print_ISBN :
978-1-4244-5996-4
DOI :
10.1109/ISVC.2010.5656161
