GTMS: A Simultaneous Mode Seeking and Clustering

Abstract

A mode seeking algorithm not only can automatically find mode of density of a given data but also can be used for data clustering. However, finding the mode of all data points produce redundant computations. In this paper, a simultaneous mode seeking and clustering which is called Generalized Transport Mean Shift (GTMS) algorithm was proposed. An idea of… (More)

Topics

8 Figures and Tables

Slides referencing similar topics