We study the regularity of solutions to a nonlocal variational problem, which is related image denoising model, and we show that, in two dimensions, minimizers have same Hölder as original image. More precisely, if datum (locally) [Formula: see text]-Hölder continuous for some text], where text] parameter operator, prove that solution also continuous.