Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures

We propose a probabilistic model for the Independent Vector Analysis approach to blind deconvolution and derive an asymptotic Newton method to estimate the model by Maximum Likelihood.

• Type: Conference
• Year: 2009
• Where: IDA
• Authors: Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig
• Keywords: Artificial Intelligence, Blind Deconvolution, IDA 2009, Probabilistic Model, Vector Analysis Approach