Piccolomini, Elena Loli
- To be or not to be stable, that is the question: understanding neural networks for inverse problems
2022/11/24 by Davide Evangelista, J.I. Nagy, Evangelista, Davide +5 · 3 citations
Computer Science · #Neural Networks and Applications
- A data-dependent regularization method based on the graph Laplacian
2023/12/28 by Davide Bianchi, Bianchi, Davide, Davide Evangelista +9 · 3 citations
Engineering · Mathematics · Medicine · #05C90 #47A52 #68T07 #92C55 #Electrical and Bioimpedance Tomography #FOS: Mathematics #Medical Imaging Techniques and Applications #Numerical Analysis (math.NA) #Numerical methods in inverse problems
- Ambiguity in solving imaging inverse problems with deep learning based operators
2023/05/31 by Davide Evangelista, Elena Morotti, Evangelista, Davide +5 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
- Preliminary analysis of COVID-19 spread in Italy with an adaptive SEIRD model
2020/03/22 by Piccolomini, Elena Loli, Zama, Fabiana · 1 citation
#FOS: Biological sciences #Populations and Evolution (q-bio.PE)
- Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging
2024/04/25 by Elena Morotti, Morotti, Elena, Davide Evangelista +5 · 2 citations
Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #electronic engineering #information engineering
- DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy
2021/07/05 by Pasquale Cascarano, Maria Colomba Comes, Cascarano, Pasquale +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Advanced Fluorescence Microscopy Techniques #Advanced Electron Microscopy Techniques and Applications #Advanced Biosensing Techniques and Applications
- Adaptive Weighted Total Variation boosted by learning techniques in few-view tomographic imaging
2025/01/16 by Elena Morotti, Morotti, Elena, Davide Evangelista +5 · 2 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #FOS: Mathematics #Medical Imaging Techniques and Applications #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging
- Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments
2020/11/19 by Cascarano, Pasquale, Comes, Maria Colomba, Mencattini, Arianna +3 · 1 citation
#68U10 #92C55 #97P80 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.1 #I.4.4 #I.4.9 #Image and Video Processing (eess.IV) #electronic engineering #information engineering