Exact algorithms for $L^1$-TV regularization of real-valued or circle-valued signals

Martin Storath, Andreas Weinmann, Michael Unser

We consider $L^1$-TV regularization of univariate signals with values on the real line or on the unit circle. While the real data space leads to a convex optimization problem, the…