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Regularization and Bayesian methods for inverse problems in signal and image processing /

The focus of this book is on "ill-posed inverseproblems". These problems cannot be solved only on the basisof observed data. The building of solutions involves therecognition of other pieces of a priori information. Thesesolutions are then specific to the pieces of information taken intoac...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Giovannelli, Jean-François (Editor ), Idier, Jérôme
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Hoboken, NJ : ISTE ; Wiley, 2015.
Colección:Digital signal and image processing series.
Temas:
Acceso en línea:Texto completo
Descripción
Sumario:The focus of this book is on "ill-posed inverseproblems". These problems cannot be solved only on the basisof observed data. The building of solutions involves therecognition of other pieces of a priori information. Thesesolutions are then specific to the pieces of information taken intoaccount. Clarifying and taking these pieces of information intoaccount is necessary for grasping the domain of validity and thefield of application for the solutions built. For too long, the interest in these problems has remained very limited in thesignal-image community. However, the community has since recog
Descripción Física:1 online resource
Bibliografía:Includes bibliographical references and index.
ISBN:9781118827079
1118827074
9781118827253
1118827252
1848216378
9781848216372
9781322950129
1322950121