Thomas Debarre

Solving Continuous-domain Problems Exactly with Multiresolution B-splines

We propose a discretization method for continuous-domain linear inverse problems with multiple-order total-variation (TV) regularization. It is based on a recent result that proves that such inverse problems have sparse polynomial-spline solutions. Our method consists in restricting the search space…