Many imaging techniques acquire information about an underlying image
by making indirect linear measurements. For example, in computed
tomography we observe line integrals through the image, while in MRI
we observe samples of the image's Fourier transform.
To acquire an N-pixel image, we will in general need to make at least
What happens if the number of measurements is (much) less than N
(that is, the measurements are incomplete)? We will present