Alessandro Sebastianelli

46 papers C 9Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Quantum-assisted Attention U-Net for Building Segmentation over Tunis using Sentinel-1 Data.
JURSE
Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Silvia Liberata Ullo, Paolo Gamba
2025 J jnl
A Quantum-assisted Attention U-Net for Building Segmentation over Tunis using Sentinel-1 Data.
CoRR
Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Silvia Liberata Ullo, Paolo Gamba
2025 J jnl
An End-to-End Framework for Multimodal and Multitemporal Analysis of Water Bodies Using the SEN12-WATER Dataset.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luigi Russo, Francesco Mauro, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo
2025 J jnl
MUMUCD: A Multimodal Multiclass Change Detection Dataset.
IEEE Geosci. Remote. Sens. Lett.
Federico Serva, Alessandro Sebastianelli, Bertrand Le Saux, Federico Ricciuti
2025 J jnl
On hybrid quanvolutional neural networks optimization.
Quantum Mach. Intell.
Andrea Ceschini, Andrea Carbone, Alessandro Sebastianelli, Massimo Panella, Bertrand Le Saux
2025 J jnl
Quantum-Enhanced Water Quality Monitoring: Exploiting $\Phi$ Sat-2 Data With Quanvolution.
IEEE Geosci. Remote. Sens. Lett.
Francesco Mauro, Francesca Razzano, Pietro Di Stasio, Alessandro Sebastianelli, Gabriele Meoni, Gilda Schirinzi, Paolo Gamba, Silvia Liberata Ullo
2025 J jnl
Quanv4EO: Empowering Earth Observation by Means of Quanvolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Alessandro Sebastianelli, Francesco Mauro, Giulia Ciabatti, Dario Spiller, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo
2024 C conf
A Hybrid MLP-Quantum Approach in Graph Convolutional Neural Networks for Oceanic Niño Index (ONI) Prediction.
IGARSS
Francesco Mauro, Alessandro Sebastianelli, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo
2024 J jnl
Benchmarking of a new data splitting method on volcanic eruption data.
CoRR
Simona Reale, Pietro Di Stasio, Francesco Mauro, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo
2024 J jnl
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks.
CoRR
Andrea Ceschini, Francesco Mauro, Francesca De Falco, Alessandro Sebastianelli, Alessio Verdone, Antonello Rosato, Bertrand Le Saux, Massimo Panella, Paolo Gamba, Silvia Liberata Ullo
2024 J jnl
On the impact of key design aspects in simulated Hybrid Quantum Neural Networks for Earth Observation.
CoRR
Lorenzo Papa, Alessandro Sebastianelli, Gabriele Meoni, Irene Amerini
2024 C conf
Qspecklefilter: A Quantum Machine Learning Approach for SAR Speckle Filtering.
IGARSS
Francesco Mauro, Alessandro Sebastianelli, Maria Pia del Rosso, Paolo Gamba, Silvia Liberata Ullo
2024 J jnl
Quantum Hybrid Diffusion Models for Image Synthesis.
Künstliche Intell.
Francesca De Falco, Andrea Ceschini, Alessandro Sebastianelli, Bertrand Le Saux, Massimo Panella
2024 J jnl
Quantum latent diffusion models.
Quantum Mach. Intell.
Francesca De Falco, Andrea Ceschini, Alessandro Sebastianelli, Bertrand Le Saux, Massimo Panella
2024 J jnl
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks.
CoRR
Alessandro Sebastianelli, Francesco Mauro, Giulia Ciabatti, Dario Spiller, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo
2024 J jnl
SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking.
CoRR
Luigi Russo, Francesco Mauro, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo
2024 C conf
Using Multi-Temporal Sentinel-1 and Sentinel-2 Data for Water Bodies Mapping.
IGARSS
Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo
2024 J jnl
Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping.
CoRR
Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo
2023 C conf
A Machine Learning Approach to Long-Term Drought Prediction Using Normalized Difference Indices Computed on a Spatiotemporal Dataset.
IGARSS
Veronica Wairimu Muriga, Benjamin Rich, Francesco Mauro, Alessandro Sebastianelli, Silvia Liberata Ullo
2023 — conf
Deep unfolding for hyper sharpening using a high-frequency injection module.
CVPR Workshops
Jamila Mifdal, Marc Tomás-Cruz, Alessandro Sebastianelli, Bartomeu Coll, Joan Duran
2023 — conf
Estimation of Ground NO2 Measurements from Sentinel-5P Tropospheric Data through Categorical Boosting.
MetroXRAINE
Francesco Mauro, Luigi Russo, Fjoralba Janku, Alessandro Sebastianelli, Silvia Liberata Ullo
2023 J jnl
On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data.
IEEE Geosci. Remote. Sens. Lett.
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo, Paolo Gamba
2023 C conf
SEN2DWATER: A Novel Multispectral and Multitemporal Dataset and Deep Learning Benchmark for Water Resources Analysis.
IGARSS
Francesco Mauro, Benjamin Rich, Veronica Wairimu Muriga, Fjoralba Janku, Alessandro Sebastianelli, Silvia Liberata Ullo
2022 C conf
A Decision Support System Based on Machine Learning to Counteract Covid-Like Pandemic Events.
IGARSS
Alessandro Sebastianelli, Francesco Mauro, Gianluca Di Cosmo, Fabrizio Passarini, Marco Carminati, Silvia Liberata Ullo
2022 J jnl
A Speckle Filter for Sentinel-1 SAR Ground Range Detected Data Based on Residual Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo, Paolo Gamba
2022 — conf
A demo setup testing onboard CNNs for Volcanic Eruption Detection.
MetroXRAINE
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
2022 — conf
Early Detection of Volcanic Eruption through Artificial Intelligence on board.
MetroXRAINE
Pietro Di Stasio, Alessandro Sebastianelli, Gabriele Meoni, Silvia Liberata Ullo
2022 J jnl
On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
2022 J jnl
PLFM: Pixel-Level Merging of Intermediate Feature Maps by Disentangling and Fusing Spatial and Temporal Data for Cloud Removal.
IEEE Trans. Geosci. Remote. Sens.
Alessandro Sebastianelli, Erika Puglisi, Maria Pia del Rosso, Jamila Mifdal, Artur Nowakowski, Pierre-Philippe Mathieu, Fiora Pirri, Silvia Liberata Ullo
2021 — conf
A Deep Q-Learning based approach applied to the Snake game.
MED
Alessandro Sebastianelli, Massimo Tipaldi, Silvia Liberata Ullo, Luigi Glielmo
2021 J jnl
A New Mask R-CNN-Based Method for Improved Landslide Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli, Shaik Ejaz Ahamed, Basant Kumar, Ramji Dwivedi, Ganesh Ram Sinha
2021 J jnl
A SAR speckle filter based on Residual Convolutional Neural Networks.
CoRR
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo
2021 J jnl
AIRSENSE-TO-ACT: A Concept Paper for COVID-19 Countermeasures Based on Artificial Intelligence Algorithms and Multi-Source Data Processing.
ISPRS Int. J. Geo Inf.
Alessandro Sebastianelli, Francesco Mauro, Gianluca Di Cosmo, Fabrizio Passarini, Marco Carminati, Silvia Liberata Ullo
2021 C conf
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing.
IGARSS
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
2021 J jnl
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing.
CoRR
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
2021 J jnl
Automatic dataset builder for Machine Learning applications to satellite imagery.
SoftwareX
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo
2021 J jnl
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification.
CoRR
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
2021 J jnl
On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery.
Remote. Sens.
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
2021 J jnl
On-board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery.
CoRR
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
2021 J jnl
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover Classification.
CoRR
Alessandro Sebastianelli, Maria Pia del Rosso, Pierre-Philippe Mathieu, Silvia Liberata Ullo
2021 J jnl
Sentinel-1 and Sentinel-2 Spatio-Temporal Data Fusion for Clouds Removal.
CoRR
Alessandro Sebastianelli, Artur Nowakowski, Erika Puglisi, Maria Pia del Rosso, Jamila Mifdal, Fiora Pirri, Pierre-Philippe Mathieu, Silvia Liberata Ullo
2020 J jnl
A New Mask R-CNN Based Method for Improved Landslide Detection.
CoRR
Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli, Shaik Ejaz Ahamed, Basant Kumar, Ramji Dwivedi, Ganesh Ram Sinha
2020 J jnl
AIRSENSE-TO-ACT: A Concept Paper for COVID-19 Countermeasures based on Artificial Intelligence algorithms and multi-sources Data Processing.
CoRR
Alessandro Sebastianelli, Francesco Mauro, Gianluca Di Cosmo, Fabrizio Passarini, Marco Carminati, Silvia Liberata Ullo
2020 C conf
Application of Dinsar Technique to High Coherence Satellite Images for Strategic Infrastructure Monitoring.
IGARSS
T. De Corso, Luca Mignone, Alessandro Sebastianelli, Maria P. del Rosso, C. Yost, E. Ciampa, M. Pecce, Stefania Sica, Silvia Liberata Ullo
2019 J jnl
Landslide Geohazard Assessment With Convolutional Neural Networks Using Sentinel-2 Imagery Data.
CoRR
Silvia Liberata Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria P. del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica
2019 C conf
Landslide Geohazard Assessment with Convolutional Neural Networks Using Sentinel-2 Imagery Data.
IGARSS
Silvia Liberata Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria Pia del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica