Abstract. Dynamic texture is an extension of texture to the temporal domain. Description and recognition of dynamic textures has attracted growing attention. In this paper, a new method for recognizing dynamic textures is proposed. The textures are modeled with volume local binary patterns (VLBP), which are an extension of the LBP operator widely used in still texture analysis, combining the motion and appearance together. A rotation invariant VLBP is also proposed. Our approach has many advantages compared with the earlier approaches, providing a better performance for two test databases. Due to its rotation invariance and robustness to gray-scale variations, the method is very promising for practical applications.
A variation of LBP that was developed to address the need of a dynamic texture descriptor was volume local binary patterns (VLBP) REF .
Dynamic Texture Recognition Using Volume Local Binary Patterns
Proc. ECCV 2006 Workshop on Dynamical Vision
Computer Science