Sparse image super-resolution via superset selection and pruning

This note extends the superset method for sparse signal recovery from bandlimited measurements to the two-dimensional case. The algorithm leverages translation-invariance of the Fourier basis functions by constructing a Hankel tensor, and identifying the signal subspace from its range space. In the...

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Dades bibliogràfiques
Autors principals: Demanet, Laurent, Nguyen, Nam Hoai
Altres autors: Massachusetts Institute of Technology. Department of Mathematics
Format: Article
Idioma:en_US
Publicat: Institute of Electrical and Electronics Engineers (IEEE) 2015
Accés en línia:http://hdl.handle.net/1721.1/92915
https://orcid.org/0000-0001-7052-5097