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primary topic: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data

Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data
type: Manuscript
type: Article
abstract: This report deals with the multi-frequency Multi-Task Bayesian Compressive Sensing (BCS) technique for retrieving the dielectric features of sparse scatterers within an inaccessible investigation domain. A calibration of the MT-BCS method is firstly proposed, before to evaluate the performance of the algorithm on a wide set of scatterer configurations, showing that additional information can be educed from different illumination frequencies to improve the quality of the reconstructions. The impact of the number of frequencies exploited during the reconstruction process on the results is also investigated.
date: 2015
status: published
author list: authors
type: EPrint
type: MonographEPrint
is part of: repository
has document: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
has document: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Other)
subject: M CS Compressive Sensing

Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
type: Document
has file: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data.pdf
has part: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data.pdf

University of Trento
type: Organization

A. Massa
type: Person
given name: A.
family name: Massa

G. Oliveri
type: Person
given name: G.
family name: Oliveri

L. Poli
type: Person
given name: L.
family name: Poli

Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Other)
type: Document
is version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
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Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Other)
type: Document
is version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
is volatile version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
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Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Other)
type: Document
is version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
is volatile version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
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Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Other)
type: Document
is version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
is volatile version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
issmall thumbnail version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
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has part: small.jpg

Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Other)
type: Document
is version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
is volatile version of: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data (Text)
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primary topic: Multi-Task Bayesian Compressive Sensing for microwave imaging exploiting multi-frequency data

M CS Compressive Sensing
type: Concept