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eess.IV2026
Learning spatially varying regularisation parameters of low regularity for image reconstruction
Kostas Papafitsoros, Luca Calatroni, Andreas Kofler
In this chapter, we review and discuss the regularity properties of spatially adaptive regularisation weight functions used in variational image reconstruction. Incorporating such…
eess.IV2025
Patch-based learning of adaptive Total Variation parameter maps for blind image denoising
Claudio Fantasia, Luca Calatroni, Xavier Descombes +1
We consider a patch-based learning approach defined in terms of neural networks to estimate spatially adaptive regularisation parameter maps for image denoising with weighted Total…