Exact solutions for the denoising problem of piecewise constant images   in dimension one
  In this paper we propose a method to determine explicitly the solution of the total variation denoising problem with an $L^p$ fidelity term, where $p>1$, for piecewise constant initial data in dimension one. 
Riccardo Cristoferi
math.OC