Synthesis of Color Textures for Multimedia Applications
Multimedia Tools and Applications
Multi-scale morphological modeling of a class of structural texture
Machine Graphics & Vision International Journal
A model validation approach to texture recognition and inpainting
Pattern Recognition
A fast nonparametric noncausal MRF-based texture synthesis scheme using a novel FKDE algorithm
IEEE Transactions on Image Processing
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A random field model based on moving average (MA) time-series model is proposed for modeling stochastic and structured textures. A frequency domain algorithm to synthesize MA textures is developed, and maximum likelihood estimators are derived. The Cramer-Rao lower bound is also derived for measuring the estimator accuracy. The estimation algorithm is applied to real textures, and images resembling natural textures are synthesized using estimated parameters