Structural Changes in Nonlocal Denoising Models Arising Through Bi-Level Parameter Learning

We introduce a unified framework based on bi-level optimization schemes to deal with parameter learning in the context of image processing. The goal is to identify the optimal regularizer within a family depending on a parameter in a general topological space. Our focus lies on the situation with no...

Descripción completa

Detalles Bibliográficos
Autores principales: Davoli, Elisa, Ferreira, Rita, Kreisbeck, Carolin, Schönberger, Hidde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085967/
https://www.ncbi.nlm.nih.gov/pubmed/37063973
http://dx.doi.org/10.1007/s00245-023-09982-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085967/
https://www.ncbi.nlm.nih.gov/pubmed/37063973
http://dx.doi.org/10.1007/s00245-023-09982-4

Ejemplares similares