English

On a cross-diffusion system arising in image denosing

Analysis of PDEs 2024-01-26 v3

Abstract

We study a generalization of a cross-diffusion problem deduced from a nonlinear complex-variable diffusion model for signal and image denoising. We prove the existence of weak solutions of the time-independent problem with fidelity terms under mild conditions on the data problem. Then, we show that this translates on the well-posedness of a quasi-steady state approximation of the evolution problem, and also prove the existence of weak solutions of the latter under more restrictive hypothesis. We finally perform some numerical simulations for image denoising, comparing the performance of the cross-diffusion model and its corresponding scalar Perona-Malik equation.

Keywords

Cite

@article{arxiv.1703.02487,
  title  = {On a cross-diffusion system arising in image denosing},
  author = {Gonzalo Galiano and Julián Velasco},
  journal= {arXiv preprint arXiv:1703.02487},
  year   = {2024}
}

Comments

To appear in Computers & Mathematics with Applications

R2 v1 2026-06-22T18:38:45.676Z