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Imaging with highly incomplete and corrupted data

Imaging with highly incomplete and corrupted data

We consider the problem of imaging sparse scenes from a few noisy data using an -minimization approach. This problem can be cast as a linear system of the form , where is an measurement matrix. We assume that the dimension of the unknown sparse vector is much larger than the …