Can I read Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing (Iste) on EtoBox?

Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing (Iste) by Jean-François Giovannelli, JérÃ'me Idier is a nonfiction available to read on EtoBox.

What is Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing (Iste) about?

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, o

Who reads Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing (Iste)?

Author

Jean-François Giovannelli, JérÃ'me Idier

Publisher

Wiley-Interscience; Wiley-ISTE

Published

2015

Language

EN

ISBN

9781118827079

Category

nonfiction

Subjects

Engineering, Mathematics, Stem