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An Analysis Dictionary Learning Algorithm under a Noisy Data Model with Orthogonality Constraint

Two common problems are often encountered in analysis dictionary learning (ADL) algorithms. The first one is that the original clean signals for learning the dictionary are assumed to be known, which otherwise need to be estimated from noisy measurements. This, however, renders a computationally slo...

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Detalhes bibliográficos
Main Authors: Zhang, Ye, Yu, Tenglong, Wang, Wenwu
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4122105/
https://ncbi.nlm.nih.gov/pubmed/25126605
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/852978
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