A review of the features, potentialities, and applications of Compressive Sensing (CS) methodologies in the solution of computational imaging problems is presented in this work. Towards this end, the most popular formulations for the solution of CS imaging problems at microwave frequencies are illustrated, and the advantages/limitations of current techniques developed in this framework are discussed, along with the recent advances in the field. Some numerical examples are presented to show the current trends and envisaged developments of CS-based computational imaging strategies.

CS-based computational imaging at microwave frequencies / Massa, Andrea; Oliveri, Giacomo; Anselmi, Nicola; Poli, Lorenzo; Tenuti, Lorenza. - STAMPA. - (2016), pp. 1061-1062. ((Intervento presentato al convegno 2016 IEEE International Symposium on Antennas and Propagation (APSURSI) tenutosi a Fajardo, Puerto Rico nel 26th June-1st July 2016 [10.1109/APS.2016.7696238].

CS-based computational imaging at microwave frequencies

Massa, Andrea;Oliveri, Giacomo;Anselmi, Nicola;Poli, Lorenzo;Tenuti, Lorenza
2016-01-01

Abstract

A review of the features, potentialities, and applications of Compressive Sensing (CS) methodologies in the solution of computational imaging problems is presented in this work. Towards this end, the most popular formulations for the solution of CS imaging problems at microwave frequencies are illustrated, and the advantages/limitations of current techniques developed in this framework are discussed, along with the recent advances in the field. Some numerical examples are presented to show the current trends and envisaged developments of CS-based computational imaging strategies.
2016 IEEE Antennas and Propagation Society International Symposium Proceedings
Piscataway, NJ
IEEE
978-1-5090-2886-3
Massa, Andrea; Oliveri, Giacomo; Anselmi, Nicola; Poli, Lorenzo; Tenuti, Lorenza
CS-based computational imaging at microwave frequencies / Massa, Andrea; Oliveri, Giacomo; Anselmi, Nicola; Poli, Lorenzo; Tenuti, Lorenza. - STAMPA. - (2016), pp. 1061-1062. ((Intervento presentato al convegno 2016 IEEE International Symposium on Antennas and Propagation (APSURSI) tenutosi a Fajardo, Puerto Rico nel 26th June-1st July 2016 [10.1109/APS.2016.7696238].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/155661
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