Texture Image Segmentation Using A New Descriptor and Mathematical Morphology

Idrissi Sidi and Samir Belfkih
Faculty of Science and Technology, Sidi Mohamed Ben Abdellah University, Morocco

 

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: Textures segmentation, spectral histogram, differential geometry, and mathematical morphology.

 

  

Full Text