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

Language: English

Published by John Wiley & Sons Apr 2015, 2015

1848216378 / 9781848216372

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - 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.…

Seller Inventory # 9781848216372

Title
Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing
Author
Jer?me Idier
Publisher
John Wiley & Sons Apr 2015
Publication year
2015
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1848216378
ISBN 13
9781848216372
Item weight
651 grams
Dimensions
240x161x22 mm

AHA-BUCH GmbH

Einbeck, Germany

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