Texture classification using statistical geometrical features
Yan Qiu Chen, Mark S. Nixon, D.W.P. Thomas · 2002
This paper presents a new texture feature set based on the statistics of geometrical attributes of connected regions in a stack of binary images obtained from a texture image. Systematic evaluation using all the Brodatz textures shows that the new set outperforms the well-known statistical gray level dependence matrix, the recently proposed statistical feature matrix, and Liu's features.>