Search Results for author: Monica Pragliola

Found 2 papers, 0 papers with code

Whiteness-based bilevel learning of regularization parameters in imaging

no code implementations10 Mar 2024 Carlo Santambrogio, Monica Pragliola, Alessandro Lanza, Marco Donatelli, Luca Calatroni

We consider an unsupervised bilevel optimization strategy for learning regularization parameters in the context of imaging inverse problems in the presence of additive white Gaussian noise.

Bilevel Optimization Image Deconvolution

Space-adaptive anisotropic bivariate Laplacian regularization for image restoration

no code implementations2 Aug 2019 Luca Calatroni, Alessandro Lanza, Monica Pragliola, Fiorella Sgallari

In this paper we present a new regularization term for variational image restoration which can be regarded as a space-variant anisotropic extension of the classical isotropic Total Variation (TV) regularizer.

Image Restoration

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