The dual approach to non-negative super-resolution: perturbation analysis and ${\ell }_1$ data fidelity

Stéphane Chrétien, Andrew Thompson, Bogdan Toader

We study the problem of super-resolution, where we recover the locations and weights of non-negative point sources from (potentially noisy) samples of their convolution with a Gaus…