Based on the definition of fuzzy segmentation and fuzzy segmentation subsets.A new Kohonen clustering network with fuzzy selective multiresolution is proposed to address the problems in original networks with selective multire solution such as sample subsets incompletion and error transferring from one level to the next.In order to provide the new algorithm with generality

this paper considers Kohonen clustering networks as speciality of clustering segmentation algorithms and defines concepts and algorithms about them from the point of set theory.The new network is applied to intensity image segmentation and the effectiveness is demonstrated by experiments.