English

A fast and effective method for a Poisson denoising model with total variation

Optimization and Control 2017-04-05 v1

Abstract

In this paper, we present a fast and effective method for solving the Poisson-modified total variation model proposed in [9]. The existence and uniqueness of the model are again proved using different method. A semi-implicit difference scheme is designed to discretize the derived gradient descent flow with a large time step and can guarantee the restored image to be strictly positive in the image domain. Experimental results show the efficiency and effectiveness of our method.

Keywords

Cite

@article{arxiv.1609.05035,
  title  = {A fast and effective method for a Poisson denoising model with total variation},
  author = {Wei Wang and Chuanjiang He},
  journal= {arXiv preprint arXiv:1609.05035},
  year   = {2017}
}
R2 v1 2026-06-22T15:51:54.939Z