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primary topic: Shape Reconstruction Algorithms based on BCS

Shape Reconstruction Algorithms based on BCS
type: Thesis
type: Article
abstract: Le tecniche di "Compressive Sampling" (CS), recentemente sviluppate nell'ambito dell'elaborazione digitale dei segnali, si occupano di permettere la ricostruzione affidabile di segnali (ad esempio, immagini) ad alta risoluzione con un numero di misure del fenomeno di interesse molto inferiore rispetto ai requisiti dati dal teorema del campionamento di Nyquist. Tali tecniche combinano due idee fondamentali: (a) la disponibilità di una rappresentazione "compatta" (compressive) del fenomeno di interesse e (b) un campionamento incoerente (ad esempio pseudorandom) del segnale al fine di estrarre la massima quantità di informazioni utilizzando un numero minimo di misure. Le tecniche di CS sono già state applicate con successo a numerosi problemi pratici in ambito radar, compressione delle immagini e della voce, e compressione video. Obiettivo del progetto è estendere l'utilizzo di tali tecniche ai problemi di imaging a microonde. In particolare, l'attività si occuperà di valutare un codice per l'inversione a microonde basata sul Bayesian Compressive Sampling per la ricostruzione di oggetti metallici (PEC) di dimensioni molto contenute.
date: 2015
status: published
author list: authors
type: EPrint
type: ThesisEPrint
is part of: repository
has document: Shape Reconstruction Algorithms based on BCS (Text)
has document: Shape Reconstruction Algorithms based on BCS (Other)
subject: TK Master Thesis and Project Reports

Shape Reconstruction Algorithms based on BCS (Text)
type: Document
has file: Abstract.A300.pdf
has part: Abstract.A300.pdf

University of Trento
type: Organization

ELEDIA Research Center@DISI, University of Trento
type: Organization

M. Mengon
type: Person
given name: M.
family name: Mengon

Shape Reconstruction Algorithms based on BCS (Other)
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Shape Reconstruction Algorithms based on BCS (Other)
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HTML Summary of #118 Shape Reconstruction Algorithms based on BCS
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primary topic: Shape Reconstruction Algorithms based on BCS

TK Master Thesis and Project Reports
type: Concept