Search Results for author: Simone Zini

Found 4 papers, 1 papers with code

Deep Learning Hyperspectral Pansharpening on large scale PRISMA dataset

no code implementations21 Jul 2023 Simone Zini, Mirko Paolo Barbato, Flavio Piccoli, Paolo Napoletano

Second, we adapted several state of the art approaches based on deep learning to fit PRISMA hyperspectral data and then assessed, quantitatively and qualitatively, the performance in this new scenario.

Pansharpening

Shallow camera pipeline for night photography rendering

no code implementations19 Apr 2022 Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini

We introduce a camera pipeline for rendering visually pleasing photographs in low light conditions, as part of the NTIRE2022 Night Photography Rendering challenge.

Image Denoising

Deep Residual Autoencoder for quality independent JPEG restoration

no code implementations14 Mar 2019 Simone Zini, Simone Bianco, Raimondo Schettini

This results is remarkable since the approaches in the state of the art use a different set of weights for each compression quality, while the proposed model uses the same weights for all of them, making it applicable to images in the wild where the QF used for compression is unkwnown.

SSIM

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