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Silvia Liberata Ullo
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2020 – today
- 2024
- [j27]Ujjwal Verma
, Dalton D. Lunga
Recent Advances in Machine Learning for Remote Sensing Toward the Sustainable Development Goals. IEEE Geosci. Remote. Sens. Lett. 21: 1-4 (2024) - [j26]Francesca Razzano
AI Techniques for Near Real-Time Monitoring of Contaminants in Coastal Waters on Board Future $\Phi$sat-2 Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 16755-16766 (2024) - [j25]Muhammad Ahmad, Muhammad Usama, Manuel Mazzara, Salvatore Distefano, Hamad Ahmed Altuwaijri, Silvia Liberata Ullo:
Fusing Transformers in a Tuning Fork Structure for Hyperspectral Image Classification Across Disjoint Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18167-18181 (2024) - [c39]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 - [c38]Francesco Mauro, Alessandro Sebastianelli, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo:
A Hybrid MLP-Quantum Approach in Graph Convolutional Neural Networks for Oceanic Niño Index (ONI) Prediction. IGARSS 2024: 812-816 - [c37]Francesca Razzano, Francesco Mauro, Pietro Di Stasio, Gabriele Meoni, Marco Esposito, Gilda Schirinzi, Silvia Liberata Ullo:
Monitoring Water Contaminants in Coastal Areas Through ML Algorithms Leveraging Atmospherically Corrected Sentinel-2 Data. IGARSS 2024: 1046-1050 - [c36]Luigi Russo, Francesco Mauro, Babak Memar
Using Multi-Temporal Sentinel-1 and Sentinel-2 Data for Water Bodies Mapping. IGARSS 2024: 1922-1926 - [c35]Babak Memar
A U-Net Architecture for Building Segmentation Through Very High Resolution Cosmo-Skymed Imagery. IGARSS 2024: 4653-4657 - [i19]Francesca Razzano, Francesco Mauro, Pietro Di Stasio, Gabriele Meoni, Marco Esposito, Gilda Schirinzi, Silvia Liberata Ullo:
Monitoring water contaminants in coastal areas through ML algorithms leveraging atmospherically corrected Sentinel-2 data. CoRR abs/2401.03792 (2024) - [i18]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 abs/2402.00023 (2024) - [i17]Francesca Razzano, Pietro Di Stasio, Francesco Mauro, Gabriele Meoni, Marco Esposito, Gilda Schirinzi, Silvia Liberata Ullo:
AI techniques for near real-time monitoring of contaminants in coastal waters on board future Phisat-2 mission. CoRR abs/2404.19586 (2024) - [i16]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 abs/2407.17108 (2024) - [i15]Andrea Ceschini, Francesco Mauro, Francesca De Falco, Alessandro Sebastianelli, Alessio Verdone, Antonello Rosato, Bertrand Le Saux, Massimo Panella, Paolo Gamba, Silvia Liberata Ullo:
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks. CoRR abs/2408.06524 (2024) - [i14]Muhammad Ali, Francesca Razzano, Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi, Silvia Liberata Ullo:
Assessment of Spectral based Solutions for the Detection of Floating Marine Debris. CoRR abs/2408.10187 (2024) - [i13]Luigi Russo, Francesco Mauro, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo:
SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking. CoRR abs/2409.17087 (2024) - 2023
- [j24]Alessandro Sebastianelli
On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j23]Chaoran Yin
Classification Schemes for the Radar Reference Window: Design and Comparisons. IEEE Trans. Aerosp. Electron. Syst. 59(5): 4900-4918 (2023) - [j22]Luca Mignone
Enhancing Micro-Doppler Classification Using Superlet-Based Time-Frequency Distribution. IEEE Trans. Aerosp. Electron. Syst. 59(6): 9831-9838 (2023) - [j21]Pia Addabbo
Multiple Sub-Pixel Target Detection for Hyperspectral Imaging Systems. IEEE Trans. Signal Process. 71: 1599-1611 (2023) - [c34]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: 297-300 - [c33]Dalton D. Lunga, Ronny Hänsch, Ujjwal Verma
ARD, FAIR Earth Observation Principles, Data Fusion: Where are we and where do we need to go? IGARSS 2023: 1122-1125 - [c32]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: 4927-4930 - [c31]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 - [c30]Pia Addabbo, Nicomino Fiscante, Gaetano Giunta, Danilo Orlando, Giuseppe Ricci, Silvia Liberata Ullo:
Adaptive Detection of Multiple Sub-Pixel Targets in Hyperspectral Systems. IGARSS 2023: 7360-7363 - [c29]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: 1116-1121 - [i12]Francesca Razzano, Mariapia Rita Iandolo, Chiara Zarro, G. S. Yogesh, Silvia Liberata Ullo:
Integration of Sentinel-1 and Sentinel-2 data for Earth surface classification using Machine Learning algorithms implemented on Google Earth Engine. CoRR abs/2308.11340 (2023) - [i11]Mariapia Rita Iandolo, Francesca Razzano, Chiara Zarro, G. S. Yogesh, Silvia Liberata Ullo:
Multitemporal analysis in Google Earth Engine for detecting urban changes using optical data and machine learning algorithms. CoRR abs/2308.11468 (2023) - 2022
- [j20]Chiara Zarro
Urban Sprawl and COVID-19 Impact Analysis by Integrating Deep Learning with Google Earth Engine. Remote. Sens. 14(9): 2038 (2022) - [j19]Alessandro Sebastianelli
On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 565-580 (2022) - [j18]Alessandro Sebastianelli
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) - [j17]Alessandro Sebastianelli
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) - [c28]Chaoran Yin, Linjie Yan, Chengpeng Hao, Silvia Liberata Ullo, Danilo Orlando, Chaohuan Hou:
Novel Classification Schemes for Radar Scenarios: Design and Comparison. EUSIPCO 2022: 1861-1865 - [c27]Maria Pia del Rosso
Automatic Processing Chain for the Generation of Simplified Sar Images of Large Scenes. IGARSS 2022: 2955-2958 - [c26]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: 4486-4489 - [c25]Pietro Di Stasio, Alessandro Sebastianelli, Gabriele Meoni, Silvia Liberata Ullo:
Early Detection of Volcanic Eruption through Artificial Intelligence on board. MetroXRAINE 2022: 714-718 - [c24]Maria Pia del Rosso
A demo setup testing onboard CNNs for Volcanic Eruption Detection. MetroXRAINE 2022: 719-724 - 2021
- [j16]Alessandro Sebastianelli
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): 34 (2021) - [j15]Seden Hazal Gulen Yilmaz
Adaptive Waveform Design with Multipath Exploitation Radar in Heterogeneous Environments. Remote. Sens. 13(9): 1628 (2021) - [j14]Silvia Liberata Ullo
Advances in IoT and Smart Sensors for Remote Sensing and Agriculture Applications. Remote. Sens. 13(13): 2585 (2021) - [j13]Maria Pia del Rosso
On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery. Remote. Sens. 13(17): 3479 (2021) - [j12]Alessandro Sebastianelli
Automatic dataset builder for Machine Learning applications to satellite imagery. SoftwareX 15: 100739 (2021) - [j11]Silvia Liberata Ullo
A New Mask R-CNN-Based Method for Improved Landslide Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3799-3810 (2021) - [c23]Daniela Alessandra Zaidenberg, Alessandro Sebastianelli
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing. IGARSS 2021: 5680-5683 - [c22]Xinyi Hope Fu, Chiara Zarro, Davide De Pasquale, Silvia Liberata Ullo:
Investigating Development of Countries Through Nightlights. IGARSS 2021: 5795-5798 - [c21]Alessandro Sebastianelli
A Deep Q-Learning based approach applied to the Snake game. MED 2021: 348-353 - [i10]Daniela Alessandra Zaidenberg, Alessandro Sebastianelli, Dario Spiller, Silvia Liberata Ullo:
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing. CoRR abs/2101.10657 (2021) - [i9]Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo:
A SAR speckle filter based on Residual Convolutional Neural Networks. CoRR abs/2104.09350 (2021) - [i8]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) - [i7]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) - [i6]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) - [i5]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 abs/2109.09484 (2021) - 2020
- [j10]Silvia Liberata Ullo
Hybrid Computerized Method for Environmental Sound Classification. IEEE Access 8: 124055-124065 (2020) - [j9]Mariano Di Napoli
Landslide Susceptibility Assessment of Wildfire Burnt Areas through Earth-Observation Techniques and a Machine Learning-Based Approach. Remote. Sens. 12(15): 2505 (2020) - [j8]Filippo Biondi, Pia Addabbo
Perspectives on the Structural Health Monitoring of Bridges by Synthetic Aperture Radar. Remote. Sens. 12(23): 3852 (2020) - [j7]Ganesh B. Rajendran
Land-Use and Land-Cover Classification Using a Human Group-Based Particle Swarm Optimization Algorithm with an LSTM Classifier on Hybrid Pre-Processing Remote-Sensing Images. Remote. Sens. 12(24): 4135 (2020) - [j6]Silvia Liberata Ullo
LiDAR-Based System and Optical VHR Data for Building Detection and Mapping. Sensors 20(5): 1285 (2020) - [j5]Silvia Liberata Ullo
Advances in Smart Environment Monitoring Systems Using IoT and Sensors. Sensors 20(11): 3113 (2020) - [j4]Filippo Biondi, Pia Addabbo
Monitoring of Critical Infrastructures by Micromotion Estimation: The Mosul Dam Destabilization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6337-6351 (2020) - [c20]Chiara Zarro
Semi-Automatic Classification of Building From Low-Density Lidar Data and Worldview-2 Images Through OBIA Technique. IGARSS 2020: 992-995 - [c19]T. De Corso, Luca Mignone, Alessandro Sebastianelli
Application of Dinsar Technique to High Coherence Satellite Images for Strategic Infrastructure Monitoring. IGARSS 2020: 4235-4238 - [c18]Cesario Vincenzo Angelino, Luca Cicala, Sara Parrilli, Nicomino Fiscante, Silvia Liberata Ullo
Post-Fire Assessment of Burned Areas with Landsat-8 and Sentinel-2 Imagery Together with Modis and Viirs Active Fire Products. IGARSS 2020: 6770-6773 - [i4]T. Kowsalya, Silvia Liberata Ullo, Chiara Zarro, K. L. Hemalatha, Parameshachari Bidare Divakarachari:
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images. CoRR abs/2008.01635 (2020) - [i3]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 abs/2010.01499 (2020) - [i2]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 abs/2011.05808 (2020)
2010 – 2019
- 2019
- [j3]Silvia Liberata Ullo
Application of DInSAR Technique to High Coherence Sentinel-1 Images for Dam Monitoring and Result Validation Through In Situ Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(3): 875-890 (2019) - [c17]Silvia Liberata Ullo
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) - 2018
- [c16]Silvia Liberata Ullo
Use of Differential Interferometry on Sentinel-L Images for the Measurement of Ground Displacements. Ischia Earthquake and Comparison with Ingv Data. IGARSS 2018: 2216-2219 - 2017
- [c15]Silvia Liberata Ullo
Analysis of GPS signals backscattered from a target on the sea surface. IGARSS 2017: 2062-2065 - 2016
- [c14]Pia Addabbo
Land cover classification and monitoring through multisensor image and data combination. IGARSS 2016: 902-905 - 2015
- [j2]Pia Addabbo
The Hyperspectral Unmixing of Trace-Gases From ESA SCIAMACHY Reflectance Data. IEEE Geosci. Remote. Sens. Lett. 12(10): 2130-2134 (2015) - [c13]Pia Addabbo
Combination of LANDSAT and EROS-B satellite images with GPS and LiDAR data for land monitoring. A case study: The Sant'Arcangelo Trimonte dump. IGARSS 2015: 882-885 - [c12]Pia Addabbo
The hyperspectral unmixing of nitrogen dioxide from the ESA-SCIAMACHY Nadir measurements. IGARSS 2015: 3941-3944 - [c11]Pia Addabbo
Stochastic simulation of delay-Doppler maps for GNSS-R. IGARSS 2015: 4777-4780 - 2014
- [c10]Tiziana Beltramonte
Space-time statistics for the number of specular points in sea surface GNSS reflectometry. IGARSS 2014: 3818-3821 - 2012
- [c9]Nicomino Fiscante, Mariano Focareta
Analysis and validation of high-resolution satellite DEMs generated from EROS-B data for montaguto landslide. IGARSS 2012: 7549-7552 - [c8]Tiziana Beltramonte
CFAR detection of fire events in non-homogeneous non-Gaussian background. TyWRRS 2012: 252-256 - 2011
- [c7]Silvia Liberata Ullo
A new algorithm for noise reduction and quality improvement in SAR interferograms using inpainting and diffusion. IGARSS 2011: 3602-3605 - 2010
- [c6]Alfio Borzì
Phase retrieval in SAR interferograms using diffusion and inpainting. IGARSS 2010: 2912-2915
2000 – 2009
- 2009
- [j1]Maurizio di Bisceglie
Destriping MODIS Data Using Overlapping Field-of-View Method. IEEE Trans. Geosci. Remote. Sens. 47(2): 637-651 (2009) - 2008
- [c5]Michele Ceccarelli
Image Registration using Non-Linear Diffusion. IGARSS (5) 2008: 220-223 - [c4]Franco Frattolillo
Energy Consumption Estimation in Hybrid Sensor Networks Running Assisted Navigation Algorithms. IGARSS (3) 2008: 1406-1409 - 2007
- [c3]Franco Frattolillo
Implementing assisted navigation in hybrid sensor networks. IGARSS 2007: 2909-2912 - [c2]Maurizio di Bisceglie, Roberto Episcopo, Carmela Galdi, Silvia Liberata Ullo
Multiband CFAR detection of thermal anomalies using principal component analysis. IGARSS 2007: 4822-4825 - 2005
- [c1]Maurizio di Bisceglie, Roberto Episcopo, Carmela Galdi, Silvia Liberata Ullo
Constant false alarm rate in fire detection for MODIS data. IGARSS 2005: 5717-5720
Coauthor Index
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last updated on 2024-10-25 20:14 CEST by the dblp team
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