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Bayesian approach to inverse problems [electronic resource] / edited by Jérôme Idier

Uniform Title
Approche bayésienne pour les problèmes inverses. English
Published
London, UK : ISTE ; Hoboken, NJ, USA : Wiley, 2008.
Physical Description
1 online resource (381 pages) : illustrations
Additional Creators
Idier, Jérôme
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Series
Contents
Inverse problems, ill-posed problems / Guy Demoment, Jérôme Idier -- Main approaches to the regularization of ill-posed problems / Guy Demoment, Jérôme Idier -- Inversion within the probabilistic framework / Guy Demoment, Yves Goussard -- Inverse filtering and other linear methods / Guy Le Besnerais, Jean-François Giovannelli, Guy Demoment -- Deconvolution of spike trains / Frédéric Champagnat ... [et al.] -- Deconvolution of images / Jérôme Idier, Laure Blanc-Féraud -- Gibbs-Markov image models / Jérôme Idier -- Unsupervised problems / Xavier Descombes, Yves Goussard -- Deconvolution applied to ultrasonic non-destructive evaluation / Stéphane Gautier, Frédéric Champagnat, Jérôme Idier -- Inversion in optical imaging through atmospheric turbulence / Laurent Mugnier, Guy Le Besnerais, Serge Meimon -- Spectral characterization in ultrasonic doppler velocimetry / Jean-François Giovannelli, Alain Herment -- Tomographic reconstruction from few projections / Ali Mohammad-Djafari, Jean-Marc Dinten -- Diffraction tomography / Hervé Carfantan, Ali Mohammad-Djafari -- Imaging from low-intensity data / Ken Sauer, Jean Baptiste Thibault.
Summary
"The goal of this book is to deal with inverse problems and regularized solutions using Bayesian statistical tools, with a particular view to signal and image estimation."--Jacket.
Subject(s)
ISBN
9780470611197 (ebook)
0470611197 (ebook)
9780470393826 (ebook)
0470393823 (ebook)
Note
"First published in France in 2001 by Hermes Science/Lavoisier entitled 'Approche bayésienne pour les problèmes inverses'"--T.p. verso.
AVAILABLE ONLINE TO AUTHORIZED PSU USERS.
Bibliography Note
Includes bibliographical references and index.
Technical Details
Mode of access: World Wide Web.
View MARC record | catkey: 6953920