Local Binary Pattern Descriptors for Dynamic Texture Recognition

Guoying Zhao, M. Pietikainen
2006 18th International Conference on Pattern Recognition (ICPR'06)  
Dynamic texture is an extension of texture to the temporal domain. In this paper, a new method for recognizing dynamic textures is proposed. The textures are modeled with concatenated local binary patterns in three orthonormal planes. The circular neighborhoods are generalized to elliptical sampling to fit to the space-time statistics. This is an extension of the LBP approach widely used in still texture analysis, combining the motion and appearance together. Our approach has many advantages
more » ... pared with the earlier approaches providing a better performance for the DynTex and MIT databases.
doi:10.1109/icpr.2006.768 dblp:conf/icpr/ZhaoP06 fatcat:cxc7ivvwwjdvxpifkr6jsgfi6q