On the equivalence of local-mode finding, robust estimation and mean-shift analysis as used in early vision tasks

Abstract

In this paper we show the equivalence of three techniques used in image processing: local-mode finding, robust-estimation and mean-shift analysis. The computational common element in all these image operators is the spatial-tonal normalized convolution, an image operator that generalizes the bilateral filter.