Local H\"older regularity of minimizers for nonlocal variational problems

We study the regularity of solutions to a nonlocal variational problem, which is related to the image denoising model, and we show that, in two dimensions, minimizers have the same H"older regularity as the original image. More precisely, if the datum is (locally) $\beta$-H"older continuous for some $\beta \in (1-s,1]$, where $s\in (0,1)$ is a parameter related to the nonlocal operator, we prove that the solution is also $\beta$-H"older continuous.