Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing
Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing
- ISBN 13:
9781848216372
- ISBN 10:
1848216378
- Edition: 1st
- Format: Hardcover
- Copyright: 02/16/2015
- Publisher: Wiley-ISTE
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Summary
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.