Texture synthesis via a noncausal nonparametric multiscale Markov random field.

Paget, R; Longstaff, I D · IEEE Trans Image Process · 1998

basic_science · Level V

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Abstract

Our noncausal, nonparametric, multiscale, Markov random field (MRF) model is capable of synthesizing and capturing the characteristics of a wide variety of textures, from the highly structured to the stochastic. We use a multiscale synthesis algorithm incorporating local annealing to obtain larger realizations of texture visually indistinguishable from the training texture.