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Imaging via Compressive Samplingby: J. Romberg
Signal Processing Magazine, IEEE In Signal Processing Magazine, IEEE, Vol. 25, No. 2. (21 March 2008), pp. 14-20.
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AbstractImage compression algorithms convert high-resolution images into a relatively small bit streams in effect turning a large digital data set into a substantially smaller one. This article introduces compressive sampling and recovery using convex programming.
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