29 citations · 118 across the 13 of their papers we have counts for
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cs.IT2014★ 20 cited
Operational Rate-Distortion Performance of Single-source and Distributed Compressed Sensing
Giulio Coluccia, Aline Roumy, Enrico Magli
We consider correlated and distributed sources without cooperation at the encoder. For these sources, we derive the best achievable performance in the rate-distortion sense of any…
cs.IT2014★ 2 cited
Exact Performance Analysis of the Oracle Receiver for Compressed Sensing Reconstruction
Giulio Coluccia, Aline Roumy, Enrico Magli
A sparse or compressible signal can be recovered from a certain number of noisy random projections, smaller than what dictated by classic Shannon/Nyquist theory. In this paper, we…