2.1k citations · 4.6k across the 69 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.IT2014★ 10 cited
Compressive Deconvolution in Random Mask Imaging
Sohail Bahmani, Justin Romberg
We investigate the problem of reconstructing signals from a subsampled convolution of their modulated versions and a known filter. The problem is studied as applies to specific ima…
cs.IT2014★ 2 cited
Compressed Subspace Matching on the Continuum
William Mantzel, Justin Romberg
We consider the general problem of matching a subspace to a signal in R^N that has been observed indirectly (compressed) through a random projection. We are interested in the case…
math.DS2014★ 36 cited
Discrete and Continuous-time Soft-Thresholding with Dynamic Inputs
Aurele Balavoine, Christopher J. Rozell, Justin Romberg
There exist many well-established techniques to recover sparse signals from compressed measurements with known performance guarantees in the static case. However, only a few method…