AbstractRecently, there has been increasing interest in recovering sparse representation of signals from a union of subspaces. We consider dictionaries that consist of multiple blocks where the atoms in each block are drawn from a linear subspace. Given a signal, which lives in the direct sum of a few subspaces, we study the problem of finding a
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