A Novel Mean-Shift Algorithm for Data Clustering
We propose a novel Mean-Shift method for data clustering, called Robust Mean-Shift (RMS).A new update equation for point iterates is proposed, mixing the ones of the standard Mean-Shift (MS) and the Blurring Mean-Shift (BMS).Despite its simplicity, the proposed method has not been studied so far.RMS can be set up in both a kernel-based and animed b