Note that the main novelty is in the definition of an appropriate cosparse projection replacing the hard thresholding step used in the synthesis framework.. • A success guarantee

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So far, we have introduced the cosparse analysis data model, provided uniqueness results in the context of linear inverse problems for the model, and described some algorithms that

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Both models (synthesis and analysis) can be viewed as a more general data model called the union of subspaces model.. Being viewed as union of subspaces models, the synthesis

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