A note on the convergence of the mean shift |
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| Authors: | Xiangru Li [Author Vitae] [Author Vitae] Fuchao Wu [Author Vitae] |
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| Affiliation: | National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100080, PR China |
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| Abstract: | 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. |
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| Keywords: | Mean shift Convergence Local structure Computer vision |
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