On Over-Parameterized Model Based TV-Denoising

Abstract

An over-parametrization model based total variation signal and image denoising method is proposed and analyzed in this paper. In cases where some structural information is provided on the signals or images of interest, this method may lead to substantial improvements in denoising performance.