Adaptive image processing: first order PDE constraint regularizers and a bilevel training scheme

Elisa Davoli, Irene Fonseca, Pan Liu

A bilevel training scheme is used to introduce a novel class of regularizers, providing a unified approach to standard regularizers $TV$, $TG{V}^2$ and $NsTG{V}^2$. Optimal parameters…