A new mask R-CNN-based method for improved landslide detection SL Ullo, A Mohan, A Sebastianelli, SE Ahamed, B Kumar, R Dwivedi, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 97 | 2021 |
On circuit-based hybrid quantum neural networks for remote sensing imagery classification A Sebastianelli, DA Zaidenberg, D Spiller, B Le Saux, SL Ullo IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 89 | 2021 |
On-board volcanic eruption detection through cnns and satellite multispectral imagery MP Del Rosso, A Sebastianelli, D Spiller, PP Mathieu, SL Ullo Remote Sensing 13 (17), 3479, 2021 | 43 | 2021 |
Landslide geohazard assessment with convolutional neural networks using sentinel-2 imagery data SL Ullo, MS Langenkamp, TP Oikarinen, MP Del Rosso, A Sebastianelli, ... IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 34 | 2019 |
Advantages and bottlenecks of quantum machine learning for remote sensing DA Zaidenberg, A Sebastianelli, D Spiller, B Le Saux, SL Ullo 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 5680 …, 2021 | 33 | 2021 |
PLFM: Pixel-level merging of intermediate feature maps by disentangling and fusing spatial and temporal data for cloud removal A Sebastianelli, E Puglisi, MP Del Rosso, J Mifdal, A Nowakowski, ... IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022 | 30* | 2022 |
Automatic dataset builder for Machine Learning applications to satellite imagery A Sebastianelli, MP Del Rosso, SL Ullo SoftwareX 15, 100739, 2021 | 21 | 2021 |
A speckle filter for Sentinel-1 SAR ground range detected data based on residual convolutional neural networks A Sebastianelli, MP Del Rosso, SL Ullo, P Gamba IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 17* | 2022 |
Artificial intelligence applied to satellite-based remote sensing data for earth observation MP Del Rosso, A Sebastianelli, SL Ullo Institution of Engineering and Technology, 2021 | 15 | 2021 |
Airsense-to-act: A concept paper for covid-19 countermeasures based on artificial intelligence algorithms and multi-source data processing A Sebastianelli, F Mauro, G Di Cosmo, F Passarini, M Carminati, SL Ullo ISPRS International Journal of Geo-Information 10 (1), 34, 2021 | 14 | 2021 |
Application of DInSAR technique to high coherence satellite images for strategic infrastructure monitoring T De Corso, L Mignone, A Sebastianelli, MP del Rosso, C Yost, E Ciampa, ... IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 12 | 2020 |
A Deep Q-Learning based approach applied to the Snake game A Sebastianelli, M Tipaldi, SL Ullo, L Glielmo 2021 29th Mediterranean Conference on Control and Automation (MED), 348-353, 2021 | 11 | 2021 |
Paradigm selection for data fusion of sar and multispectral sentinel data applied to land-cover classification A Sebastianelli, MP Del Rosso, PP Mathieu, SL Ullo arXiv preprint arXiv:2106.11056, 2021 | 8 | 2021 |
X-and C-band SAR data to monitoring ground deformations and slow-moving landslides for the 2016 Manta and Portoviejo earthquake (Manabi, Ecuador) D Di Martire, P Confuorto, A Frezza, M Ramondini, AV Lòpez, ... 2018 IEEE international conference on environmental engineering (EE), 1-6, 2018 | 8 | 2018 |
A demo setup testing onboard CNNs for Volcanic Eruption Detection MP Del Rosso, A Sebastianelli, D Spiller, SL Ullo 2022 IEEE International Conference on Metrology for Extended Reality …, 2022 | 6 | 2022 |
Early detection of volcanic eruption through artificial intelligence on board P Di Stasio, A Sebastianelli, G Meoni, SL Ullo 2022 IEEE International Conference on Metrology for Extended Reality …, 2022 | 6 | 2022 |
SAR interferometry with open Sentinel-1 data for environmental measurements: the case of Ischia earthquake SL Ullo, CV Angelino, L Cicala, N Fiscante, P Addabbo, MP Del Rosso, ... 2018 IEEE international conference on environmental engineering (EE), 1-8, 2018 | 6 | 2018 |
A reproducible ensemble machine learning approach to forecast dengue outbreaks A Sebastianelli, D Spiller, R Carmo, J Wheeler, A Nowakowski, ... Scientific Reports 14 (1), 3807, 2024 | 5 | 2024 |
Deep unfolding for hypersharpening using a high-frequency injection module M Tomás-Cruz, A Sebastianelli, B Coll, J Duran, J Mifdal Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 5* | 2023 |
Climate-based ensemble machine learning model to forecast Dengue epidemics (papers track) R Schneider, A Sebastianelli, D Spiller, J Wheeler, R Carmo, ... Thirty-eighth International Conference on Machine Learning (ICML) 2021, 2021 | 5* | 2021 |