arXiv:2307.08796 공식 코드 · Papers with Code

Classification with Incoherent Kernel Dictionary Learning

Denis C. Ilie-Ablachim, Bogdan Dumitrescu

제출 2023-07-17

원문 초록

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.

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