Dynamic Textures

Our past works were focused on dynamic texture analysis and characterization. Many dynamic textures can be modeled as large scale propagating wavefronts and local oscillating phenomena. After introducing a formal model for dynamic textures, the morphological component analysis (MCA) approach with a well-chosen dictionary is used to retrieve the components of dynamic textures We define two new strategies for adaptive thresholding in the MCA framework, which greatly reduce the computation time when applied on videos. Our recent work were focused on dynamic texture analysis and characterization. Many dynamic textures can be modeled as large scale propagating wavefronts and local oscillating phenomena. After introducing a formal model for dynamic textures, the morphological component analysis (MCA) approach with a well-chosen dictionary is used to retrieve the components of dynamic textures We define two new strategies for adaptive thresholding in the MCA framework, which greatly reduce the computation time when applied on videos.