A Texture Image Modeling by Using 2-dimensional Periodic Model

Abstract

We introduce a new technique for the texture image modeling by using 2-dimensional periodic model. In case of using 2-dimensional autoregressive (2-D AR) model, a texture image with unstationary characteristics has difficulties in extracting accurate texture feature. We develop 2-dimensional periodic model to adopt 2-D AR model for the accurate feature extraction on such a texture image and show the validity to the modeling of the unstationary texture image.