Fabio Del Frate
Orcid: 0000-0002-1655-0643
According to our database1,
Fabio Del Frate
authored at least 155 papers
between 1995 and 2023.
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Bibliography
2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Satellite Data Potentialities in Solid Waste Landfill Monitoring: Review and Case Studies.
Sensors, 2023
AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning.
Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
The 'Primary' Project: Air Quality Monitoring at Urban Scale with Prisma Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Use of Unmanned Aerial System for the Characterization of the Surface Reflectance Distribution Function.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
The Econet Project: AI Based Satellite and Ground Sensor Analysis for Surface Waters Protection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Education and Research Projects for Preparing Young Researchers for Future Career in Earth Observation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
A Concurrent Approach for Infrastructure Monitoring and Risks Prevention Using Space, Aerial and Ground Measurements.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
On-Board Image Compression using Convolutional Autoencoder: Performance Analysis and Application Scenarios.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series.
Remote. Sens., 2022
Remote. Sens., 2022
A Combination of Radiative Transfer Model Simulation and Neural Network Modeling for the Retrieval of Volcanic Ash Parameters by Means of Copernicus Sentinel-3/SLSTR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Physics-Based ML Approach for Corn Plant Height Estimation with Simulated Sar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Preliminary Results of the AEROMET Project on the Assimilation of the Rain-Rate from Satellite Observations.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022
2021
Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data.
IEEE Trans. Geosci. Remote. Sens., 2021
Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis.
Remote. Sens., 2020
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data.
CoRR, 2019
Automated Burned Area Detection and Violation Monitoring Using Landsat-TM and VHR Data: An Engineering And Economic Study To Analyse Local Governance Performance In Sardinia (Italy).
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
COSMO-SkyMed for Unsupervised Urban Change Detection using Radar Backscattering and Interferometric Coherence.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Spatial Distribution of Sensible and Latent Heat Flux in the City of Basel (Switzerland).
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A Neural Network Sea-Ice Cloud Classification Algorithm for Copernicus Sentinel-3 Sea and Land Surface Temperature Radiometer.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Grass Biomass Estimation on Zambian Pastures for Future Climate Change Effects Mitigation and Adaptation Using Satellite Imagery and Neural Network Technique.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Spatial distribution of sensible and latent heat flux in the URBANFLUXES case study city Basel (Switzerland).
Proceedings of the Joint Urban Remote Sensing Event, 2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
On neural networks algorithms for oil spill detection when applied to C- and X-band SAR.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Review of Thermal Infrared Applications and Requirements for Future High-Resolution Sensors.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Uncertainty Estimation of Local-Scale Land Surface Temperature Products Over Urban Areas Using Monte Carlo Simulations.
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the SAR Image Analysis, 2016
Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking.
Remote. Sens., 2015
Urban Surface Temperature Time Series Estimation at the Local Scale by Spatial-Spectral Unmixing of Satellite Observations.
Remote. Sens., 2015
Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images.
IEEE Geosci. Remote. Sens. Lett., 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Fully Automatic Dark-Spot Detection From SAR Imagery With the Combination of Nonadaptive Weibull Multiplicative Model and Pulse-Coupled Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2014
Pattern Recognit., 2014
A neural network approach for simultaneous retrieval of volcanic SO2 and plume height using hyperspectral measurements.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Oil spill analysis by means of full polarimetric UAVSAR (L-band) and Radarsat-2 (C-band) products acquired during Deepwater Horizon Disaster.
Proceedings of the SAR Image Analysis, 2014
A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models.
IEEE Trans. Geosci. Remote. Sens., 2013
Tropospheric ozone column retrieval from OMI data by means of neural networks: a validation exercise with ozone soundings over Europe.
EURASIP J. Adv. Signal Process., 2013
Optical and SAR sensor synergies for forest and land cover mapping in a tropical site in West Africa.
Int. J. Appl. Earth Obs. Geoinformation, 2013
A novel multi-band SAR data technique for fully automatic oil spill detection in the ocean.
Proceedings of the SAR Image Analysis, 2013
Combining polarimetric and contextual information using autoassociative neural networks.
Proceedings of the SAR Image Analysis, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Tropospheric Ozone Column Retrieval From ESA-Envisat SCIAMACHY Nadir UV/VIS Radiance Measurements by Means of a Neural Network Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2012
Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data.
EURASIP J. Adv. Signal Process., 2012
EURASIP J. Adv. Signal Process., 2012
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012
Proceedings of the SAR Image Analysis, 2012
Fully automatic oil spill detection from COSMO-SkyMed imagery using a neural network approach.
Proceedings of the SAR Image Analysis, 2012
Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Associative memory techniques for the exploitation of remote sensing data in the monitoring of volcanic events.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Preliminary results of Cosmo-SkyMed announcement of opportunity projects about marine monitoring.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Forest/vegetation types discrimination in an alpine area using RADARSAT2 and ALOS PALSAR polarimetric data and Neural Networks.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Coastline extraction from SAR COSMO-SkyMed data using a new neural network algorithm.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
Proceedings of the SAR Image Analysis, 2011
Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps.
Proceedings of the SAR Image Analysis, 2011
Proceedings of the SAR Image Analysis, 2011
Proceedings of the SAR Image Analysis, 2011
Proceedings of the Joint Urban Remote Sensing Event, 2011
Techniques based on Support Vector Machines for cloud detection on QuickBird satellite imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Volcanic ash retrieval from IR multispectral measurements by means of neural networks: An analysis of the Eyjafjallajokull eruption.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Automatic Change Detection in Very High Resolution Images With Pulse-Coupled Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2010
Comparison of advanced neural network architectures for hyperspectral data classification.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment.
Proceedings of the SAR Image Analysis, 2010
Proceedings of the SAR Image Analysis, 2010
Sub-urban landscape characterization by very high-resolution X-band COSMO-Skymed SAR images: first results.
Proceedings of the SAR Image Analysis, 2010
Automatic object extraction from VHR satellite SAR images using pulse coupled neural networks.
Proceedings of the SAR Image Analysis, 2010
Towards fully automatic generation of land cover maps from polarimetric and metric-resolution SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Hyperspectral image enhancement using thermal bands: A methodology to remove building shadows.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Use of Neural Networks and SAR Interferometry for the Automatic Retrieval of Tectonic Parameters.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Completely Automatic Classification of Satellite Multi-spectral Imagery for the Production of Land Cover Maps.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Feature Reduction of Hyperspectral Data using Autoassociative Neural Networks Algorithms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Pulse Coupled Neural Network for Automatic Features Extraction from COSMO-Skymed and TerraSAR-X Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Hyperspectral and Multiangle CHRIS-PROBA Images for the Generation of Land Cover Maps.
IEEE Trans. Geosci. Remote. Sens., 2008
Comparing Statistical and Neural Network Methods Applied to Very High Resolution Satellite Images Showing Changes in Man-Made Structures at Rocky Flats.
IEEE Trans. Geosci. Remote. Sens., 2008
Monitoring Urban Land Cover in Rome, Italy, and Its Changes by Single-Polarization Multitemporal SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008
Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest.
IEEE Geosci. Remote. Sens. Lett., 2008
Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Neural Network Algorithms for Ozone Profile Retrieval from ESA-Envisat SCIAMACHY and NASA-Aura OMI Satellite Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Joint Temperature and Nitrogen Dioxide Vertical Profiles from UV/VIS Satellite Data for Air Pollution Monitoring from Space.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Tasseled Tap Transformation and Neural Networks for the Design of an Optimum Image Classification Algorithm using Multispectral Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Automatic Retrieval of Tectonic Parameters with Neural Networks and Sar Interferometry: An Assessment with Experimental Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
From Multi-Spectral to Hyper-Spectral Imagery: a Quantitative Analysis of the Improvements in Terms of Land Cover Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Towards Complex-Valued Neural Algorithms for Forest Parameters Estimation from Polinsar Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Application of Neural Networks to Soil Moisture Retrievals from L-Band Radiometric Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
An Innovative Neural-Net Method to Detect Temporal Changes in High-Resolution Optical Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Trans. Geosci. Remote. Sens., 2007
Dedicated neural networks algorithms for direct estimation of tropospheric ozone from satellite measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
A robust neural network design for detecting changes from multispectral satellite imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Urban land cover classification: potential of high and very-high resolution SAR imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
A neural approach to unsupervised classification of very-high resolution polarimetric SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Inversion algorithms comparison using L-band simulated polarimetric interferometric data for forest parameters estimation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Multi-temporal High-resolution Polarimetric L-band SAR Observation of a Wine-producing Landscape.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2004
IEEE Trans. Geosci. Remote. Sens., 2004
IEEE Trans. Geosci. Remote. Sens., 2004
Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Seismic source parameters from InSAR data trough neural networks [trough reads through].
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
IEEE Trans. Geosci. Remote. Sens., 2003
High resolution multi-spectral analysis of urban areas with quickbird imagery and sinergy with ERS data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
On the potential of multi-polarization and multi-temporal C-band SAR data in classifying crops.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Application of neural algorithms for a real-time estimation of ozone profiles from GOME measurements.
IEEE Trans. Geosci. Remote. Sens., 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2000
IEEE Trans. Geosci. Remote. Sens., 2000
1999
Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks.
IEEE Trans. Geosci. Remote. Sens., 1999
1995
Proceedings of the Sixth International Symposium on Software Reliability Engineering, 1995