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Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing (Digital Signal and Image Processing) - Hardcover
Synopsis
The focus of this book is on "ill-posed inverse problems". These problems cannot be solved only on the basis of observed data. The building of solutions involves the recognition of other pieces of a priori information. These solutions are then specific to the pieces of information taken into account. Clarifying and taking these pieces of information into account is necessary for grasping the domain of validity and the field of application for the solutions built. For too long, the interest in these problems has remained very limited in the signal-image community. However, the community has since recognized that these matters are more interesting and they have become the subject of much greater enthusiasm.
From the application field’s point of view, a significant part of the book is devoted to conventional subjects in the field of inversion: biological and medical imaging, astronomy, non-destructive evaluation, processing of video sequences, target tracking, sensor networks and digital communications.
The variety of chapters is also clear, when we examine the acquisition modalities at stake: conventional modalities, such as tomography and NMR, visible or infrared optical imaging, or more recent modalities such as atomic force imaging and polarized light imaging.
"synopsis" may belong to another edition of this title.
About the Author
Jean-François Giovannelli, Professor with Université de Bordeaux 1, France.
Jérôme Idier is a researcher at IRCCyN (Institut de Recherches en Cybernetique de Nantes), France.
"About this title" may belong to another edition of this title.
- PublisherWiley-ISTE
- Publication date2015
- ISBN 10 1848216378
- ISBN 13 9781848216372
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages322
- EditorGiovannelli Jean-Francois, Idier Jérôme
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Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing (Hardcover)
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ISTE Ltd and John Wiley & Sons Inc, London, 2015
ISBN 10: 1848216378
ISBN 13: 9781848216372
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Hardcover. Condition: new. Hardcover. The focus of this book is on "ill-posed inverse problems". These problems cannot be solved only on the basis of observed data. The building of solutions involves the recognition of other pieces of a priori information. These solutions are then specific to the pieces of information taken into account. Clarifying and taking these pieces of information into account is necessary for grasping the domain of validity and the field of application for the solutions built. For too long, the interest in these problems has remained very limited in the signal-image community. However, the community has since recognized that these matters are more interesting and they have become the subject of much greater enthusiasm. From the application fields point of view, a significant part of the book is devoted to conventional subjects in the field of inversion: biological and medical imaging, astronomy, non-destructive evaluation, processing of video sequences, target tracking, sensor networks and digital communications. The variety of chapters is also clear, when we examine the acquisition modalities at stake: conventional modalities, such as tomography and NMR, visible or infrared optical imaging, or more recent modalities such as atomic force imaging and polarized light imaging. The focus of this book is on "ill-posed inverse problems". These problems cannot be solved only on the basis of observed data. The building of solutions involves the recognition of other pieces of a priori information. These solutions are then specific to the pieces of information taken into account. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781848216372
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