91 citations · 389 across the 28 of their papers we have counts for
4 papers · 1 filter
Compressive Imaging with Iterative Forward Models
Hsiou-Yuan Liu, Ulugbek S. Kamilov, Dehong Liu +2
We propose a new compressive imaging method for reconstructing 2D or 3D objects from their scattered wave-field measurements. Our method relies on a novel, nonlinear measurement mo…
A Recursive Born Approach to Nonlinear Inverse Scattering
Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour +1
The Iterative Born Approximation (IBA) is a well-known method for describing waves scattered by semi-transparent objects. In this paper, we present a novel nonlinear inverse scatte…
Depth Superresolution using Motion Adaptive Regularization
Ulugbek S. Kamilov, Petros T. Boufounos
Spatial resolution of depth sensors is often significantly lower compared to that of conventional optical cameras. Recent work has explored the idea of improving the resolution of…
Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm
Jinye Zhang, Laming Chen, Petros T. Boufounos +1
Compressive sensing (CS) is a data acquisition technique that measures sparse or compressible signals at a sampling rate lower than their Nyquist rate. Results show that sparse sig…