Clustering is one of the important topics related to mining of data. It is an advanced concept of operations based on the morphology. Clustering plays a major role in the recognition of patterns respectively. Cluster is nothing but the group similar elements involved in it. With respect to some of the internal pre defined features the data is divided into clusters. In other words cluster is nothing but an array oriented phenomena respectively. Where followed by the centroid and distance has been measure which works under the cross verification purpose.