IEEE Access· 2015Q1· Review
A Survey of Sparse Representation: Algorithms and Applications
- 1,089citations
- Q1SCImago
- 2015year
Short summary
This survey provides a comprehensive review of sparse representation techniques, categorizing algorithms by norm minimization (l0, lp, l1, l2,1, l2) and algorithmic approach (greedy, constrained optimization, proximity, homotopy).
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Computational MechanicsEngineering