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Orthogonal Procrustes Analysis for Dictionary Learning in Sparse Linear Representation

In the sparse representation model, the design of overcomplete dictionaries plays a key role for the effectiveness and applicability in different domains. Recent research has produced several dictionary learning approaches, being proven that dictionaries learnt by data examples significantly outperf...

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Veröffentlicht in:PLoS One
Hauptverfasser: Grossi, Giuliano, Lanzarotti, Raffaella, Lin, Jianyi
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5245881/
https://ncbi.nlm.nih.gov/pubmed/28103283
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0169663
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