Imaging with highly incomplete and corrupted data

Miguel Moscoso, Alexei Novikov, George Papanicolaou +1

We consider the problem of imaging sparse scenes from a few noisy data using an $l_1$-minimization approach. This problem can be cast as a linear system of the form $A\rho =b$, whe…