1. A method for producing an image of a subject with a medical imaging system, the steps of the method comprising: a) acquiring, with the medical imaging system, undersampled image data from the subject; and b) reconstructing an image of the subject from the acquired undersampled image data by iteratively minimizing an objective function that includes a concave metric prior that is homotopic with an l 0 -norm.