Classification with Incoherent Kernel Dictionary Learning

Denis C. Ilie-Ablachim, Bogdan Dumitrescu
7/17/2023
cs.LGeess.SP

No confident code implementation found for this paper.

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.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. Any repos shown below are weak matches — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Cite this paper

@article{ilieablachim2023classification,
  title  = {Classification with Incoherent Kernel Dictionary Learning},
  author = {Denis C. Ilie-Ablachim and Bogdan Dumitrescu},
  year   = {2023},
  eprint = {2307.08796},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2307.08796v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2307.08796.svg)](https://codeofpaper.com/paper/2307.08796)

Discussion