Non linear Dynamic Texture Synthesis Models

In image processing, a static texture is defined as an image showing spatial stationarity, while A dynamic texture is a sequence of images characterized by temporal as well as spatial stationary nature. Dynamic Texture synthesis is the process of producing artificial Dynamic textures starting from a given sample texture. Videos representing flames, water, smoke, etc. are often defined as dynamic textures: “textures” because they are characterized by redundant repetition of a pattern and “dynamic” because this repetition is also in time and not only in space. Recently, description of dynamic textures has attracted growing attention. In this paper, analysis of various models for synthesizing Dynamic textures with nonlinear motions are given. These methods are very useful to reconstruct dynamic texture sequences with promising visual quality and fewer coefficients. Compact representation for dynamic texture synthesis is well suited for devices, limited by memory and computational power, such as Video games or mobile phones & Embedded Devices. Keywords-Dynamic texture, Dynamic Texture, Linear, Nonlinear.