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Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements.

作者信息

Carin Lawrence, Baraniuk Richard G, Cevher Volkan, Dunson David, Jordan Michael I, Sapiro Guillermo, Wakin Michael B

出版信息

IEEE Signal Process Mag. 2011 Mar 1;28(2). doi: 10.1109/MSP.2010.939733.

Abstract
摘要

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本文引用的文献

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Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds.
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Sparse representation for color image restoration.
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Mixtures of probabilistic principal component analyzers.
Neural Comput. 1999 Feb 15;11(2):443-82. doi: 10.1162/089976699300016728.

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