Abstract The use of the fractional Laplacian in image denoising and regularization inverse problems has enjoyed a recent surge popularity, since for discontinuous functions it can behave less aggressively than methods based on H 1 norms, while being linear computable with fast spectral numerical methods. In this work, we examine regularized vanishing noise parameter regime. clean data is assume...