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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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Autori principali: Zhang, Ye, Yu, Tenglong, Wang, Wenwu
Natura: Artigo
Lingua:Inglês
Pubblicazione: Hindawi Publishing Corporation 2014
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Accesso online: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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