From semantic texture attributes to a syntactic analysis in Gabor space

Abstract Texture feature extraction for image segmentation purposes may be based on a local spectral decomposition by means of a Gabor filter set, thereby referring to the similar image representation in the primary visual cortex. However, the number of filters applied, and consequently the number of texture features obtained, is too large for an unsupervised cluster analysis.