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A robust kernel density estimator based mean-shift algorithm

Published • May 1, 2014
NobleIDNI7P13W25R07S51
Authors:
Nevine Demitri
,
Abdelhak M. Zoubir

Abstract

We propose a robustification of the mean-shift algorithm. We understand robustness in the statistical sense as the deviation from the nominal, distributional assumption. The derivation of the robust mean-shift vector is based on a robust version of the kernel density estimator (KDE), where the KDE i...

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