Statistical Inference Using Mean Shift Denoising

Yunhua Xiang, Yen-Chi Chen

In this paper, we study how the mean shift algorithm can be used to denoise a dataset. We introduce a new framework to analyze the mean shift algorithm as a denoising approach by v…