Václav Šmídl, Anthony Quinn

The Variational Bayes Method in Signal Processing (eBook, PDF)

• Format: PDF

Produktdetails

• Verlag: Springer Berlin
• Erscheinungstermin: 30. März 2006
• Englisch
• ISBN-13: 9783540288206
• Artikelnr.: 37370186

Inhaltsangabe

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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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.