pith. sign in

arxiv: math/0702715 · v1 · pith:2GDLMWNAnew · submitted 2007-02-23 · 🧮 math.AP · math.DS

A New Well-posed Nonlocal Perona-Malik Type Equation

classification 🧮 math.AP math.DS
keywords equationperona-maliknonlocalstabletermwell-posedadmitsaffect
0
0 comments X
read the original abstract

A modification of the Perona-Malik equation is proposed for which the local nonlinear diffusion term is replaced by a nonlocal term of slightly reduced ``strength''. The new equation is globally well-posed (in spaces of classical regularity) and possesses desirable properties from the perspective of image processing. It admits characteristic functions as (formally linearly ``stable'') stationary solutions and can therefore be reliably employed for denoising keeping blurring in check. Its numerical implementation is stable, enhances some of the features of Perona-Malik, and avoids problems known to affect the latter.

This paper has not been read by Pith yet.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.