Texture classification with fuzzy color co-occurrence matrices

Audrey Ledoux (1) , Olivier Losson (1) , Ludovic Macaire (1)

1 CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189

Chromatic co-occurrence matrices (Chromatic CMs) are well-known and efficient texture descriptors and Fuzzy CMs (FCMs) have been designed to characterize grey-level texture images. In this paper, we propose to extend FCMs to color images and to apply them for efficient texture classification.

Mots clés: Co-occurrence matrices; Color image; Fuzzy set; Texture classification

Domaines: Traitement des images [eess.IV]

Audrey Ledoux, Olivier Losson, Ludovic Macaire. Texture classification with fuzzy color co-occurrence matrices. 2015 IEEE International Conference on Image Processing (ICIP), Sep 2015, Quebec City, Canada. pp.1429-1433, ⟨10.1109/ICIP.2015.7351036⟩. ⟨hal-01243254⟩