Silvia Liberata Ullo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 59

Top Topics

Machine Learning

Top Venues

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

Publications

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 (2024)
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)
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 (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)
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 (2023)
Chaoran Yin, Linjie Yan, Chengpeng Hao, Silvia Liberata Ullo, Gaetano Giunta, Alfonso Farina, Danilo Orlando
Classification Schemes for the Radar Reference Window: Design and Comparisons. IEEE Trans. Aerosp. Electron. Syst. 59 (5) (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)
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)
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)
Pia Addabbo, Nicomino Fiscante, Gaetano Giunta, Danilo Orlando, Giuseppe Ricci, Silvia Liberata Ullo
Multiple Sub-Pixel Target Detection for Hyperspectral Imaging Systems. IEEE Trans. Signal Process. 71 (2023)
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 (2023)
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)
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)
Luca Mignone, Christos V. Ilioudis, Carmine Clemente, Silvia Liberata Ullo
Enhancing Micro-Doppler Classification Using Superlet-Based Time-Frequency Distribution. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Dalton D. Lunga, Ronny Hänsch, Ujjwal Verma, Fabio Pacifici, George Percivall, Silvia Liberata Ullo
ARD, FAIR Earth Observation Principles, Data Fusion: Where are we and where do we need to go? IGARSS (2023)
Chiara Zarro, Daniele Cerra, Stefan Auer, Silvia Liberata Ullo, Peter Reinartz
Urban Sprawl and COVID-19 Impact Analysis by Integrating Deep Learning with Google Earth Engine. Remote. Sens. 14 (9) (2022)
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)
Chaoran Yin, Linjie Yan, Chengpeng Hao, Silvia Liberata Ullo, Danilo Orlando, Chaohuan Hou
Novel Classification Schemes for Radar Scenarios: Design and Comparison. EUSIPCO (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)
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)
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)
Silvia Liberata Ullo, Ganesh Ram Sinha
Advances in IoT and Smart Sensors for Remote Sensing and Agriculture Applications. Remote. Sens. 13 (13) (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)
Seden Hazal Gulen Yilmaz, Chiara Zarro, Harun Taha Hayvaci, Silvia Liberata Ullo
Adaptive Waveform Design with Multipath Exploitation Radar in Heterogeneous Environments. Remote. Sens. 13 (9) (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)
Xinyi Hope Fu, Chiara Zarro, Davide De Pasquale, Silvia Liberata Ullo
Investigating Development of Countries Through Nightlights. IGARSS (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)
Mariano Di Napoli, Palmira Marsiglia, Diego Di Martire, Massimo Ramondini, Silvia Liberata Ullo, Domenico Calcaterra
Landslide Susceptibility Assessment of Wildfire Burnt Areas through Earth-Observation Techniques and a Machine Learning-Based Approach. Remote. Sens. 12 (15) (2020)
Silvia Liberata Ullo, Ganesh Ram Sinha
Advances in Smart Environment Monitoring Systems Using IoT and Sensors. Sensors 20 (11) (2020)
Silvia Liberata Ullo, Smith K. Khare, Varun Bajaj, Ganesh Ram Sinha
Hybrid Computerized Method for Environmental Sound Classification. IEEE Access 8 (2020)
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)
Filippo Biondi, Pia Addabbo, Carmine Clemente, Silvia Liberata Ullo, Danilo Orlando
Monitoring of Critical Infrastructures by Micromotion Estimation: The Mosul Dam Destabilization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Chiara Zarro, Silvia Liberata Ullo, Giuseppe Meoli, Mariano Focareta
Semi-Automatic Classification of Building From Low-Density Lidar Data and Worldview-2 Images Through OBIA Technique. IGARSS (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. Kowsalya, Silvia Liberata Ullo, Chiara Zarro, K. L. Hemalatha, B. D. Parameshachari
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 (2020)
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)
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)
Filippo Biondi, Pia Addabbo, Silvia Liberata Ullo, Carmine Clemente, Danilo Orlando
Perspectives on the Structural Health Monitoring of Bridges by Synthetic Aperture Radar. Remote. Sens. 12 (23) (2020)
Silvia Liberata Ullo, Chiara Zarro, Konrad Wojtowicz, Giuseppe Meoli, Mariano Focareta
LiDAR-Based System and Optical VHR Data for Building Detection and Mapping. Sensors 20 (5) (2020)
Ganesh B. Rajendran, Uma M. Kumarasamy, Chiara Zarro, Parameshachari Bidare Divakarachari, Silvia Liberata Ullo
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) (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)
Silvia Liberata Ullo, Pia Addabbo, Diego Di Martire, Stefania Sica, Nicomino Fiscante, Luca Cicala, Cesario Vincenzo Angelino
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) (2019)
Silvia Liberata Ullo, Cesario Vincenzo Angelino, Luca Cicala, Nicomino Fiscante, Pia Addabbo
Use of Differential Interferometry on Sentinel-L Images for the Measurement of Ground Displacements. Ischia Earthquake and Comparison with Ingv Data. IGARSS (2018)
Silvia Liberata Ullo, Generoso Giangregorio, Maurizio di Bisceglie, Carmela Galdi, Maria Paola Clarizia, Pia Addabbo
Analysis of GPS signals backscattered from a target on the sea surface. IGARSS (2017)
Pia Addabbo, Mariano Focareta, Salvo Marcuccio, Claudio Votto, Silvia Liberata Ullo
Land cover classification and monitoring through multisensor image and data combination. IGARSS (2016)
Pia Addabbo, Maurizio di Bisceglie, Mariano Focareta, Carmela Galdi, Carmine Maffei, Silvia Liberata Ullo
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)
Pia Addabbo, Tiziana Beltramonte, Salvatore D'Addio, Maurizio di Bisceglie, Carmela Galdi, Generoso Giangregorio, Silvia Liberata Ullo
Stochastic simulation of delay-Doppler maps for GNSS-R. IGARSS (2015)
Pia Addabbo, Maurizio di Bisceglie, Carmela Galdi, Silvia Liberata Ullo
The hyperspectral unmixing of nitrogen dioxide from the ESA-SCIAMACHY Nadir measurements. IGARSS (2015)
Pia Addabbo, Maurizio di Bisceglie, Carmela Galdi, Silvia Liberata Ullo
The Hyperspectral Unmixing of Trace-Gases From ESA SCIAMACHY Reflectance Data. IEEE Geosci. Remote. Sens. Lett. 12 (10) (2015)
Tiziana Beltramonte, Maurizio di Bisceglie, Carmela Galdi, Silvia Liberata Ullo
Space-time statistics for the number of specular points in sea surface GNSS reflectometry. IGARSS (2014)
Nicomino Fiscante, Mariano Focareta, Carmela Galdi, Silvia Liberata Ullo
Analysis and validation of high-resolution satellite DEMs generated from EROS-B data for montaguto landslide. IGARSS (2012)
Tiziana Beltramonte, Maurizio di Bisceglie, Carmela Galdi, Silvia Liberata Ullo
CFAR detection of fire events in non-homogeneous non-Gaussian background. TyWRRS (2012)
Silvia Liberata Ullo, Maurizio di Bisceglie, Carmela Galdi
A new algorithm for noise reduction and quality improvement in SAR interferograms using inpainting and diffusion. IGARSS (2011)
Alfio Borzì, Maurizio di Bisceglie, Carmela Galdi, Luca Pallotta, Silvia Liberata Ullo
Phase retrieval in SAR interferograms using diffusion and inpainting. IGARSS (2010)
Maurizio di Bisceglie, Roberto Episcopo, Carmela Galdi, Silvia Liberata Ullo
Destriping MODIS Data Using Overlapping Field-of-View Method. IEEE Trans. Geosci. Remote. Sens. 47 (2) (2009)
Michele Ceccarelli, Maurizio di Bisceglie, Carmela Galdi, Generoso Giangregorio, Silvia Liberata Ullo
Image Registration using Non-Linear Diffusion. IGARSS (5) (2008)
Franco Frattolillo, Federica Landolfi, Silvia Liberata Ullo
Energy Consumption Estimation in Hybrid Sensor Networks Running Assisted Navigation Algorithms. IGARSS (3) (2008)
Franco Frattolillo, Nicola Quarantiello, Silvia Liberata Ullo
Implementing assisted navigation in hybrid sensor networks. IGARSS (2007)
Maurizio di Bisceglie, Roberto Episcopo, Carmela Galdi, Silvia Liberata Ullo
Multiband CFAR detection of thermal anomalies using principal component analysis. IGARSS (2007)
Maurizio di Bisceglie, Roberto Episcopo, Carmela Galdi, Silvia Liberata Ullo
Constant false alarm rate in fire detection for MODIS data. IGARSS (2005)