Gesture Recognition and Control Part 2 - Hand Gesture Recognition (HGR) System & Latest Upcoming Techniques

Abstract

Clustering is the process of partitioning a set of data so that the data can be divided into subsets. Clustering is implemented so that same set of data can be collected on one side and other set of data can be collected on the other end. Clustering can b e done using many methods like partitioning methods, hierarchical methods, density based method. Hierarchical method creates a hierarchical decomposition of the given set of data objects. In each successive iteration, a cluster is split into smaller clusters, until eventually each object is in one cluster, or a termination condition holds. In this paper, partitioning method has been used with hierarchical method to form better and improved clusters. We have used various algorithms for getting better and im proved clusters.