A Note on the Dual Treatment of Higher-Order Regularization Functionals.

In this paper, we apply the dual approach developed by A. Chambolle for the Rudin-Osher-Fatemi model to regularization functionals with higher order derivatives. We emphasize the linear algebra point of view by consequently using matrix-vector notation. Numerical examples demonstrate the differences between various second order regularization approaches. [ABSTRACT FROM AUTHOR]