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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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Detalles Bibliográficos
Autores principales: Grossi, Giuliano, Lanzarotti, Raffaella, Lin, Jianyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5245881/
https://www.ncbi.nlm.nih.gov/pubmed/28103283
http://dx.doi.org/10.1371/journal.pone.0169663