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Classification with Incoherent Kernel Dictionary Learning

07/17/2023

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by Denis C. Ilie-Ablachim, et al.

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In this paper we present a new classification method based on Dictionary Learning (DL). The main contribution consists of a kernel version of incoherent DL, derived from its standard linear counterpart. We also propose an improvement of the AK-SVD algorithm concerning the representation update. Our algorithms are tested on several popular databases of classification problems.

Denis C. Ilie-Ablachim
4 publications
Bogdan Dumitrescu
5 publications

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