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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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Detalles Bibliográficos
Autores principales: Zhang, Ye, Yu, Tenglong, Wang, Wenwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122105/
https://www.ncbi.nlm.nih.gov/pubmed/25126605
http://dx.doi.org/10.1155/2014/852978