Sparse Representations Optimization with Coupled Bayesian Dictionary and Dictionary Classifier for Efficient Classification

Among the numerous techniques followed to learn a linear classifier through the discriminative dictionary and sparse representations learning of signals, the techniques to learn a nonparametric Bayesian classifier jointly and discriminately with the dictionary and the corresponding sparse representa...

Full description

Bibliographic Details

Main Authors:	Muhammad Riaz-ud-din, Salman Abdul Ghafoor, Faisal Shafait
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2023-12-01
Series:	Applied Sciences
Subjects:	linear classifier dictionary learning nonparametric Bayesian discriminative sparse representation
Online Access:	https://www.mdpi.com/2076-3417/14/1/306
Tags:	Add Tag No Tags, Be the first to tag this record!