Concepedia

Andrea Sebastiani

AS

5

Publications

128

Citations

5

H-Index

2021

Active since

Affiliations

University of Bologna(Current)

University of Modena and Reggio Emilia

University of Rome Tor Vergata

Andrea Sebastiani is an author at University of Bologna specializing in deep learning, computer vision, and medical imaging.

Top concepts

HealthRadiologyEngineeringData ScienceDeep LearningImage AnalysisComputer VisionMedical ImagingInverse ProblemsMachine Learning

Publications per year

2021–2022

5

Publications

5

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM

Pasquale Cascarano, Andrea Sebastiani, Maria Colomba Comes et al. · 2021 · 52 citations · Full text

Plug-and-Play gradient-based denoisers applied to CT image enhancement

Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti et al. · Applied Mathematics and Computation · 2022 · 29 citations · Full text

Medical Imaging, Biomedical Imaging, Video Denoising +5

Constrained and unconstrained deep image prior optimization models with automatic regularization

Pasquale Cascarano, Giorgia Franchini, Erich Kobler et al. · Computational Optimization and Applications · 2022 · 24 citations · Full text

Image Analysis, Machine Learning, Data Science +11

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy

Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani et al. · Bioinformatics · 2021 · 13 citations · Full text

On the First-Order Optimization Methods in Deep Image Prior

Pasquale Cascarano, Giorgia Franchini, Federica Porta et al. · Journal of Verification Validation and Uncertainty Quantification · 2022 · 10 citations · Full text

Rows per page

1–5 of 5