Alessandro Sebastianelli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Machine Learning

Satellite Imagery

Remote Sensing Imagery

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Alessandro Sebastianelli, Francesco Mauro, Giulia Ciabatti, Dario Spiller, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks. CoRR (2024)
Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo
Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping. CoRR (2024)
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo, Paolo Gamba
On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jamila Mifdal, Marc Tomás-Cruz, Alessandro Sebastianelli, Bartomeu Coll, Joan Duran
Deep unfolding for hyper sharpening using a high-frequency injection module. CVPR Workshops (2023)
Francesco Mauro, Luigi Russo, Fjoralba Janku, Alessandro Sebastianelli, Silvia Liberata Ullo
Estimation of Ground NO2 Measurements from Sentinel-5P Tropospheric Data through Categorical Boosting. MetroXRAINE (2023)
Veronica Wairimu Muriga, Benjamin Rich, Francesco Mauro, Alessandro Sebastianelli, Silvia Liberata Ullo
A Machine Learning Approach to Long-Term Drought Prediction Using Normalized Difference Indices Computed on a Spatiotemporal Dataset. IGARSS (2023)
Francesco Mauro, Benjamin Rich, Veronica Wairimu Muriga, Fjoralba Janku, Alessandro Sebastianelli, Silvia Liberata Ullo
SEN2DWATER: A Novel Multispectral and Multitemporal Dataset and Deep Learning Benchmark for Water Resources Analysis. IGARSS (2023)
Pietro Di Stasio, Alessandro Sebastianelli, Gabriele Meoni, Silvia Liberata Ullo
Early Detection of Volcanic Eruption through Artificial Intelligence on board. MetroXRAINE (2022)
Alessandro Sebastianelli, Francesco Mauro, Gianluca Di Cosmo, Fabrizio Passarini, Marco Carminati, Silvia Liberata Ullo
A Decision Support System Based on Machine Learning to Counteract Covid-Like Pandemic Events. IGARSS (2022)
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
A demo setup testing onboard CNNs for Volcanic Eruption Detection. MetroXRAINE (2022)
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo, Paolo Gamba
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. 15 (2022)
Alessandro Sebastianelli, Erika Puglisi, Maria Pia del Rosso, Jamila Mifdal, Artur Nowakowski, Pierre-Philippe Mathieu, Fiora Pirri, Silvia Liberata Ullo
PLFM: Pixel-Level Merging of Intermediate Feature Maps by Disentangling and Fusing Spatial and Temporal Data for Cloud Removal. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing. CoRR (2021)
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo
Automatic dataset builder for Machine Learning applications to satellite imagery. SoftwareX 15 (2021)
Alessandro Sebastianelli, Maria Pia del Rosso, Pierre-Philippe Mathieu, Silvia Liberata Ullo
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover Classification. CoRR (2021)
Alessandro Sebastianelli, Massimo Tipaldi, Silvia Liberata Ullo, Luigi Glielmo
A Deep Q-Learning based approach applied to the Snake game. MED (2021)
Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli, Shaik Ejaz Ahamed, Basant Kumar, Ramji Dwivedi, Ganesh Ram Sinha
A New Mask R-CNN-Based Method for Improved Landslide Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery. Remote. Sens. 13 (17) (2021)
Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing. IGARSS (2021)
Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo
A SAR speckle filter based on Residual Convolutional Neural Networks. CoRR (2021)
Alessandro Sebastianelli, Daniela Alessandra Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification. CoRR (2021)
Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Pierre-Philippe Mathieu, Silvia Liberata Ullo
On-board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery. CoRR (2021)
Alessandro Sebastianelli, Francesco Mauro, Gianluca Di Cosmo, Fabrizio Passarini, Marco Carminati, Silvia Liberata Ullo
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. 10 (1) (2021)
Alessandro Sebastianelli, Artur Nowakowski, Erika Puglisi, Maria Pia del Rosso, Jamila Mifdal, Fiora Pirri, Pierre-Philippe Mathieu, Silvia Liberata Ullo
Sentinel-1 and Sentinel-2 Spatio-Temporal Data Fusion for Clouds Removal. CoRR (2021)
Alessandro Sebastianelli, Francesco Mauro, Gianluca Di Cosmo, Fabrizio Passarini, Marco Carminati, Silvia Liberata Ullo
AIRSENSE-TO-ACT: A Concept Paper for COVID-19 Countermeasures based on Artificial Intelligence algorithms and multi-sources Data Processing. CoRR (2020)
Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli, Shaik Ejaz Ahamed, Basant Kumar, Ramji Dwivedi, Ganesh Ram Sinha
A New Mask R-CNN Based Method for Improved Landslide Detection. CoRR (2020)
T. De Corso, L. Mignone, Alessandro Sebastianelli, Maria P. del Rosso, C. Yost, E. Ciampa, M. Pecce, Stefania Sica, Silvia Liberata Ullo
Application of Dinsar Technique to High Coherence Satellite Images for Strategic Infrastructure Monitoring. IGARSS (2020)
Silvia Liberata Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria Pia del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica
Landslide Geohazard Assessment with Convolutional Neural Networks Using Sentinel-2 Imagery Data. IGARSS (2019)
Silvia Liberata Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria P. del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica
Landslide Geohazard Assessment With Convolutional Neural Networks Using Sentinel-2 Imagery Data. CoRR (2019)