Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing

Author:   Jean-Francois Giovannelli ,  J?r?me Idier ,  Jer?me Idier ,  J Idier
Publisher:   Wiley-Iste
ISBN:  

9781322950129


Pages:   323
Publication Date:   01 January 2015
Format:   Electronic book text
Availability:   In stock   Availability explained
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Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing


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Overview

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 recognizedthat these matters are more interesting and they have become thesubject of much greater enthusiasm.From the application field's point of view, a significantpart of the book is devoted to conventional subjects in the fieldof inversion: biological and medical imaging, astronomy, non-destructive evaluation, processing of video sequences, targettracking, sensor networks and digital communications.The variety of chapters is also clear, when we examine theacquisition modalities at stake: conventional modalities, such astomography and NMR, visible or infrared optical imaging, or morerecent modalities such as atomic force imaging and polarized lightimaging.

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Author:   Jean-Francois Giovannelli ,  J?r?me Idier ,  Jer?me Idier ,  J Idier
Publisher:   Wiley-Iste
Imprint:   Wiley-Iste
ISBN:  

9781322950129


ISBN 10:   1322950121
Pages:   323
Publication Date:   01 January 2015
Audience:   General/trade ,  General
Format:   Electronic book text
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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