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The article addresses the problem of image sampling with minimal possiblesampling rates and reviews the recent advances in sampling theory and methods:modern formulations of the sampling theorems, potentials and limitations ofCompressed sensing methods and a practical method of image sampling andreconstruction with sampling rates close to the theoretical minimum.

The General sampling theorem, Compressed sensing and a method of image  sampling and reconstruction with sampling rates close to the theoretical  limit