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The Variational Bayes Method in Signal Processing|Václav Smídl

The Variational Bayes Method in Signal Processing

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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.

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Details

  • ISBN-13: 9783642066900
  • ISBN-10: 3642066909
  • Publisher: Springer
  • Publish Date: February 2010
  • Dimensions: 9.21 x 6.14 x 0.52 inches
  • Shipping Weight: 0.78 pounds
  • Page Count: 228

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