The Variational Bayes Method in Signal Processing by Anthony Quinn

The Variational Bayes Method in Signal Processing

byAnthony Quinn

Paperback | February 12, 2010

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processing itself- has been undermined by the large computational demands they typically make.
Title:The Variational Bayes Method in Signal ProcessingFormat:PaperbackProduct dimensions:228 pages, 9.25 X 6.1 X 0 inShipping dimensions:228 pages, 9.25 X 6.1 X 0 inPublished:February 12, 2010Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3642066909

ISBN - 13:9783642066900

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Table of Contents

Bayesian Theory.- Off-line Distributional Approximations and the Variational Bayes Method.- Principal Component Analysis and Matrix Decompositions.- Functional Analysis of Medical Image Sequences.- On-line Inference of Time-Invariant Parameters.- On-line Inference of Time-Variant Parameters.- The Mixture-based Extension of the AR Model (MEAR).- Concluding Remarks.