Classification of Dynamic Textures Using Bag of Systems Approach

摘要

The problem of categorizing the video sequences of dynamic textures such as fire, water, stream, is extremely challenging, because the shape and appearance of a dynamical textures continuously change as a function of time. Existing approaches are unable to handle videos taken under different viewpoint and scale. These approaches are typically applied to a manually extracted region containing most dynamic content in the original video. There is a need to address these issues in the categorization of video sequences. So, the proposed work is an attempt to categorize the dynamic textures using the approach which is independent of region of interest and deals with videos under different viewpoints and scale.