Abstract

A novel approach for coding textured images is presented. The texture field is assumed to be a realization of a regular homogeneous random field, which can have a mixed spectral distribution. On the basis of a 2-D Wold-like decomposition, the field is represented as a sum of purely indeterministic, harmonic, and a countable number of evanescent fields. We present an algorithm for estimating and coding the texture model parameters, and show that the suggested algorithm yields high quality reconstructions at low bit rates. The model and the resulting coding algorithm are seen to be applicable to a wide variety of texture types found in natural images. EDICS Categories: IP 1.1, IP 1.8 1 Introduction Many natural images can be described as a finite ensemble of patches of uniform textures. In a previous paper, [1], we have presented a parametric texture model, and an estimation algorithm for estimating the parameters of individual textures. The previously derived texture model and estima...

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