Silvia Liberata Ullo

Orcid: 0000-0001-6294-0581

According to our database1, Silvia Liberata Ullo authored at least 68 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping.
CoRR, 2024

Monitoring water contaminants in coastal areas through ML algorithms leveraging atmospherically corrected Sentinel-2 data.
CoRR, 2024

2023
Enhancing Micro-Doppler Classification Using Superlet-Based Time-Frequency Distribution.
IEEE Trans. Aerosp. Electron. Syst., December, 2023

Classification Schemes for the Radar Reference Window: Design and Comparisons.
IEEE Trans. Aerosp. Electron. Syst., October, 2023

Multiple Sub-Pixel Target Detection for Hyperspectral Imaging Systems.
IEEE Trans. Signal Process., 2023

On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data.
IEEE Geosci. Remote. Sens. Lett., 2023

Multitemporal analysis in Google Earth Engine for detecting urban changes using optical data and machine learning algorithms.
CoRR, 2023

Integration of Sentinel-1 and Sentinel-2 data for Earth surface classification using Machine Learning algorithms implemented on Google Earth Engine.
CoRR, 2023

Estimation of Ground NO2 Measurements from Sentinel-5P Tropospheric Data through Categorical Boosting.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

A SAR-SAR Template Matching Based on Autoencoders and Multi-Level and Multi-Rotation Feature-Space Correlation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Machine Learning Approach to Long-Term Drought Prediction Using Normalized Difference Indices Computed on a Spatiotemporal Dataset.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

SEN2DWATER: A Novel Multispectral and Multitemporal Dataset and Deep Learning Benchmark for Water Resources Analysis.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

ARD, FAIR Earth Observation Principles, Data Fusion: Where are we and where do we need to go?
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Adaptive Detection of Multiple Sub-Pixel Targets in Hyperspectral Systems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
PLFM: Pixel-Level Merging of Intermediate Feature Maps by Disentangling and Fusing Spatial and Temporal Data for Cloud Removal.
IEEE Trans. Geosci. Remote. Sens., 2022

On Circuit-Based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

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., 2022

Urban Sprawl and COVID-19 Impact Analysis by Integrating Deep Learning with Google Earth Engine.
Remote. Sens., 2022

Early Detection of Volcanic Eruption through Artificial Intelligence on board.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

A demo setup testing onboard CNNs for Volcanic Eruption Detection.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

A Decision Support System Based on Machine Learning to Counteract Covid-Like Pandemic Events.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Automatic Processing Chain for the Generation of Simplified Sar Images of Large Scenes.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Novel Classification Schemes for Radar Scenarios: Design and Comparison.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
A New Mask R-CNN-Based Method for Improved Landslide Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Automatic dataset builder for Machine Learning applications to satellite imagery.
SoftwareX, 2021

Adaptive Waveform Design with Multipath Exploitation Radar in Heterogeneous Environments.
Remote. Sens., 2021

Advances in IoT and Smart Sensors for Remote Sensing and Agriculture Applications.
Remote. Sens., 2021

On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery.
Remote. Sens., 2021

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., 2021

Sentinel-1 and Sentinel-2 Spatio-Temporal Data Fusion for Clouds Removal.
CoRR, 2021

Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover Classification.
CoRR, 2021

A SAR speckle filter based on Residual Convolutional Neural Networks.
CoRR, 2021

Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing.
CoRR, 2021

A Deep Q-Learning based approach applied to the Snake game.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Investigating Development of Countries Through Nightlights.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Monitoring of Critical Infrastructures by Micromotion Estimation: The Mosul Dam Destabilization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

LiDAR-Based System and Optical VHR Data for Building Detection and Mapping.
Sensors, 2020

Advances in Smart Environment Monitoring Systems Using IoT and Sensors.
Sensors, 2020

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., 2020

Landslide Susceptibility Assessment of Wildfire Burnt Areas through Earth-Observation Techniques and a Machine Learning-Based Approach.
Remote. Sens., 2020

Perspectives on the Structural Health Monitoring of Bridges by Synthetic Aperture Radar.
Remote. Sens., 2020

AIRSENSE-TO-ACT: A Concept Paper for COVID-19 Countermeasures based on Artificial Intelligence algorithms and multi-sources Data Processing.
CoRR, 2020

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

Hybrid Computerized Method for Environmental Sound Classification.
IEEE Access, 2020

Semi-Automatic Classification of Building From Low-Density Lidar Data and Worldview-2 Images Through OBIA Technique.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Application of Dinsar Technique to High Coherence Satellite Images for Strategic Infrastructure Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Post-Fire Assessment of Burned Areas with Landsat-8 and Sentinel-2 Imagery Together with Modis and Viirs Active Fire Products.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
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., 2019

Landslide Geohazard Assessment with Convolutional Neural Networks Using Sentinel-2 Imagery Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Use of Differential Interferometry on Sentinel-L Images for the Measurement of Ground Displacements. Ischia Earthquake and Comparison with Ingv Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Analysis of GPS signals backscattered from a target on the sea surface.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Land cover classification and monitoring through multisensor image and data combination.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
The Hyperspectral Unmixing of Trace-Gases From ESA SCIAMACHY Reflectance Data.
IEEE Geosci. Remote. Sens. Lett., 2015

The hyperspectral unmixing of nitrogen dioxide from the ESA-SCIAMACHY Nadir measurements.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Combination of LANDSAT and EROS-B satellite images with GPS and LiDAR data for land monitoring. A case study: The Sant'Arcangelo Trimonte dump.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Stochastic simulation of delay-Doppler maps for GNSS-R.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Space-time statistics for the number of specular points in sea surface GNSS reflectometry.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012
CFAR detection of fire events in non-homogeneous non-Gaussian background.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Analysis and validation of high-resolution satellite DEMs generated from EROS-B data for montaguto landslide.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
A new algorithm for noise reduction and quality improvement in SAR interferograms using inpainting and diffusion.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Phase retrieval in SAR interferograms using diffusion and inpainting.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Destriping MODIS Data Using Overlapping Field-of-View Method.
IEEE Trans. Geosci. Remote. Sens., 2009

2008
Energy Consumption Estimation in Hybrid Sensor Networks Running Assisted Navigation Algorithms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Image Registration using Non-Linear Diffusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Implementing assisted navigation in hybrid sensor networks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Multiband CFAR detection of thermal anomalies using principal component analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2005
Constant false alarm rate in fire detection for MODIS data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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