A note on the convergence of the mean shift

作者：

Highlights：

•

摘要

Mean shift is an effective iterative algorithm widely used in computer vision community. However, to our knowledge, its convergence, a key aspect of any iterative algorithm, has not been rigorously proved up to now. In this paper, by further imposing some commonly acceptable conditions, its convergence is proved.

论文关键词：Mean shift,Convergence,Local structure,Computer vision

论文评审过程：Received 17 June 2005, Revised 25 September 2005, Accepted 5 October 2006, Available online 28 November 2006.

论文官网地址：https://doi.org/10.1016/j.patcog.2006.10.016