Classification with Incoherent Kernel Dictionary Learning
2023-07-17Code Available0· sign in to hype
Denis C. Ilie-Ablachim, Bogdan Dumitrescu
Code Available — Be the first to reproduce this paper.
ReproduceCode
- github.com/denisilie94/incoherent-kernel-dictionary-learningOfficialIn papernone★ 1
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.