Regularity for solutions of the total variation denoising problem
Vicent Caselles
Universitat Pompeu-Fabra, Barcelona, SpainAntonin Chambolle
Ecole Polytechnique, Palaiseau, FranceMatteo Novaga
Università di Pisa, Italy
Abstract
The main purpose of this paper is to prove a local Hölder regularity result for the solutions of the total variation based denoising problem assuming that the datum is locally Hölder continuous. We also prove a global estimate on the modulus of continuity of the solution in convex domains of and some extensions of this result for the total variation minimization flow.
Cite this article
Vicent Caselles, Antonin Chambolle, Matteo Novaga, Regularity for solutions of the total variation denoising problem. Rev. Mat. Iberoam. 27 (2011), no. 1, pp. 233–252
DOI 10.4171/RMI/634