The Variational Bayes Method in Signal Processing

by Anthony Quinn and Anthony Quinn

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3642066909
• ISBN13: 9783642066900
• Release Date: February 2010
• Publisher: Springer
• Length: 228 Pages
• Weight: 0.78 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"