On the uniqueness and stability of dictionaries for sparse representation of noisy signals

Charles J. Garfinkle, Christopher J. Hillar

Learning optimal dictionaries for sparse coding has exposed characteristic sparse features of many natural signals. However, universal guarantees of the stability of such features…