Exploiting class-wise coding coefficients: Learning a discriminative dictionary for pattern classification
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.09.022
Abstract: Abstract Over the past decade, discriminative dictionary learning (DDL) has demonstrated the great success in various pattern classification problems. However, in previous DDL methods, the scheme that how to generate the effective coding coefficients for… read more here.
Keywords: class wise; classification; discriminative dictionary; coding coefficients ... See more keywords
Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3104837
Abstract: In this article, we propose a novel tensor learning and coding model for third-order data completion. The aim of our model is to learn a data-adaptive dictionary from given observations and determine the coding coefficients… read more here.
Keywords: completion; coding coefficients; tensor completion; model ... See more keywords