The thesis is set out to investigate the problems of texture analysis and synthesis in computer vision, with focus on developing an alternative computational feasible method for identifying a generic MGRF model [37,36].
The main results of the thesis include both the texel-based structural identification of a generic MGRF model and the bunch sampling algorithm for fast texture synthesis.