J. C. de los Reyes

activity

20122023

most citedBilevel parameter learning for higher-order total variation regularisation models

87 citations · 197 across the 13 of their papers we have counts for

collaborators

Showing 2016 · math.OCShow all

2 papers · 2 filters

math.OC2016★ 1 cited

Infimal convolution of data discrepancies for mixed noise removal

Luca Calatroni, Juan Carlos De Los Reyes, Carola-Bibiane Schönlieb

We consider the problem of image denoising in the presence of noise whose statistical properties are a combination of two different distributions. We focus on noise distributions t…

math.OC2016★ 9 cited

Learning optimal spatially-dependent regularization parameters in total variation image restoration

C. Chung, J. C. De los Reyes, C. B. Schoenlieb

We consider a bilevel optimization approach in function space for the choice of spatially dependent regularization parameters in TV image restoration models. First- and second-orde…