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2020 – today
- 2024
[c6]Francesco Mauro, Alessandro Sebastianelli, Maria Pia del Rosso, Paolo Gamba, Silvia Liberata Ullo:
Qspecklefilter: A Quantum Machine Learning Approach for SAR Speckle Filtering. IGARSS 2024: 450-454- 2023
- [j5]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: 1-5 (2023) - [c5]Maria Pia del Rosso, Luigi Ridolfi, Ferdinando Cicciù, Silvia Liberata Ullo:
A SAR-SAR Template Matching Based on Autoencoders and Multi-Level and Multi-Rotation Feature-Space Correlation. IGARSS 2023: 7066-7069 - 2022
- [j4]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: 5086-5101 (2022) - [j3]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: 1-16 (2022) - [c4]Maria Pia del Rosso, Andrea Masini, Andrea Bracci, Luigi Ridolfi, Ferdinando Cicciù, Silvia Liberata Ullo:
Automatic Processing Chain for the Generation of Simplified Sar Images of Large Scenes. IGARSS 2022: 2955-2958 - [c3]Maria Pia del Rosso, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo:
A demo setup testing onboard CNNs for Volcanic Eruption Detection. MetroXRAINE 2022: 719-724 - 2021
- [j2]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): 3479 (2021) - [j1]Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo:
Automatic dataset builder for Machine Learning applications to satellite imagery. SoftwareX 15: 100739 (2021) - [i5]Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo:
A SAR speckle filter based on Residual Convolutional Neural Networks. CoRR abs/2104.09350 (2021) - [i4]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 abs/2106.11056 (2021) - [i3]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 abs/2106.12226 (2021) - [i2]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 abs/2106.15281 (2021) - 2020
- [c2]T. De Corso, Luca 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: 4235-4238
2010 – 2019
- 2019
- [c1]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: 9646-9649 - [i1]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 abs/1906.06151 (2019)
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