Adaptive Image Processing: First Order PDE Constraint Regularizers and a Bilevel Training Scheme
Work
Year: 2023
Type: article
Abstract: A bilevel training scheme is used to introduce a novel class of regularizers, providing a unified approach to standard regularizers TGV2 and NsTGV2 . Optimal parameters and regularizers are identified... more
Source: Journal of Nonlinear Science
Authors Elisa Davoli, Irene Fonseca, Pan Liu
Cites: 38
Cited by: 9
Related to: 10
FWCI: 1.58
Citation percentile (by year/subfield): 84.34
Subfield: Mathematical Physics
Field: Mathematics
Domain: Physical Sciences
Open Access status: hybrid
APC paid (est): $2,890