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Quinn, Anthony

The Variational Bayes Method in Signal Processing

Quinn, Anthony - The Variational Bayes Method in Signal Processing, ebook

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ISBN: 9783540288206
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Table of contents

1. Introduction

2. Bayesian Theory

3. Off-line Distributional Approximations and the Variational Bayes Method

4. Principal Component Analysis and Matrix Decompositions

5. Functional Analysis of Medical Image Sequences

6. On-line Inference of Time-Invariant Parameters

7. On-line Inference of Time-Variant Parameters

8. The Mixture-based Extension of the AR Model (MEAR)

9. Concluding Remarks

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Keywords: TECHNOLOGY & ENGINEERING / General TEC000000

Author(s)
 
Publisher
Springer
Publication year
2006
Language
en
Edition
1
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783540288206

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