A Description Based on Texture Direction and the Clustering and Segmentation to Directional Texture Images[J]. Journal of Image and Graphics, 2002, 7(12): 1279. DOI: 10.11834/jig.2002012368.
For the further analysis of texture characteristics
considering from the texture direction
a definition formula of texture direction is presented
followed by some useful explanation and discussion. To describe the texture images' direction
a discriminating function is selected properly and an eigenvector
with physical significance
is constructed successfully. About the data processing
the theory of fuzzy information
attribute means clustering and new distance measurement formula are employed
associated with an improved fuzzy clustering method
to directional texture images
satisfied results in the clustering &segmentation experiment had been obtained. Experimental outcomes show that the method has good capability to describe the directionality of texture image. Benefit from this method
stripe analyses
relatively movement analyses and other complexity image analyses regions could give an easy description to the directional objects.