A note on the convergence of the mean shift

✍ Scribed by Xiangru Li; Zhanyi Hu; Fuchao Wu

• Publisher: Elsevier Science
• Year: 2007
• Tongue: English
• Weight: 304 KB
• Volume: 40
• Category: Article
• ISSN: 0031-3203
• DOI: 10.1016/j.patcog.2006.10.016

✦ Synopsis

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.