Higher order SVD analysis for dynamic texture synthesis

A higher order singular value decomposition (HOSVD) technique called Tucker decomposition is used for the decomposition of the multidimensional signal (tensor) representing a dynamic texture. Findings reveal the suitability of the technique in dynamic texture synthesis of devices limited by memory and computational power.