Statistical Inference Using Mean Shift Denoising

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 viewing the algorithm as an operator on a distribution function. We investigate how the mean shift algorithm changes the...

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Bibliographische Detailangaben

Hauptverfasser:	Xiang, Yunhua, Chen, Yen-Chi
Format:	Artikel
Sprache:	eng
Schlagworte:	Statistics - Machine Learning Statistics - Methodology
Online-Zugang:	Volltext bestellen
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