Composite Dynamic Texture Synthesis Using Hierarchical Linear Dynamical System

We demonstrate that a systematic inclusion of prior structural constraints on the states of a linear dynamical system significantly improves its ability to model complex multidimensional sequences. This constrained LDS, typically termed as the hierarchica
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