IEEE - Institute of Electrical and Electronics Engineers, Inc. - Non-convex priors in Bayesian compressed sensing

2009 17th European Signal Processing Conference (EUSIPCO 2009)

Author(s): S. Derin Babacan ; Luis Mancera ; Rafael Molina ; Aggelos K. Katsaggelos
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2009
Conference Location: Glasgow, UK
Conference Date: 24 August 2009
Page(s): 110 - 114
ISBN (Paper): 978-161-7388-76-7
Regular:

We propose a novel Bayesian formulation for the reconstruction from compressed measurements. We demonstrate that high-sparsity enforcing priors based on lp-norms, with 0 <; p ≤... View More

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