Bayesian Approach to Inverse Problems is popular PDF and ePub book, written by Jérôme Idier in 2013-03-01, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Bayesian Approach to Inverse Problems can be Read Online from any device for your convenience.
Bayesian Approach to Inverse Problems Book PDF Summary
Many scientific, medical or engineering problems raise the issue of recovering some physical quantities from indirect measurements; for instance, detecting or quantifying flaws or cracks within a material from acoustic or electromagnetic measurements at its surface is an essential problem of non-destructive evaluation. The concept of inverse problems precisely originates from the idea of inverting the laws of physics to recover a quantity of interest from measurable data. Unfortunately, most inverse problems are ill-posed, which means that precise and stable solutions are not easy to devise. Regularization is the key concept to solve inverse problems. The goal of this book is to deal with inverse problems and regularized solutions using the Bayesian statistical tools, with a particular view to signal and image estimation. The first three chapters bring the theoretical notions that make it possible to cast inverse problems within a mathematical framework. The next three chapters address the fundamental inverse problem of deconvolution in a comprehensive manner. Chapters 7 and 8 deal with advanced statistical questions linked to image estimation. In the last five chapters, the main tools introduced in the previous chapters are put into a practical context in important applicative areas, such as astronomy or medical imaging.
Detail Book of Bayesian Approach to Inverse Problems PDF
- Author : Jérôme Idier
- Release : 01 March 2013
- Publisher : John Wiley & Sons
- ISBN : 9781118623695
- Genre : Mathematics
- Total Page : 322 pages
- Language : English
- PDF File Size : 17,6 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Bayesian Approach to Inverse Problems by Jérôme Idier, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.