Classification with Incoherent Kernel Dictionary Learning
Machine Learning
2023-07-19 v1 Signal Processing
Abstract
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.
Cite
@article{arxiv.2307.08796,
title = {Classification with Incoherent Kernel Dictionary Learning},
author = {Denis C. Ilie-Ablachim and Bogdan Dumitrescu},
journal= {arXiv preprint arXiv:2307.08796},
year = {2023}
}