Splines are Universal Solutions of Linear Inverse Problems with Generalized-TV regularization

Michael Unser, Julien Fageot, John Paul Ward

Splines come in a variety of flavors that can be characterized in terms of some differential operator L. The simplest piecewise-constant model corresponds to the derivative operato…