Fabio Del Frate

According to our database1, Fabio Del Frate authored at least 122 papers between 1995 and 2020.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2020
Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis.
Remote. Sens., 2020

Long-Term Grass Biomass Estimation of Pastures from Satellite Data.
Remote. Sens., 2020

SAR Data Fusion Using Nonlinear Principal Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 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

Sentinel-2 Change Detection Based on Deep Features.
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

Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
EO-based products in support of urban heat fluxes estimation.
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


Onboard payload-data dimensionality reduction.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

FabSpace 2.0: The open-innovation network for geodata-driven innovation.
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

Nonlinear Spectral Unmixing of Landsat Imagery for Urban Surface Cover Mapping.
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

Contextual descriptors and neural networks for scene analysis in VHR SAR images.
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

A novel approach for anthropogenic heat flux estimation from space.
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

Exploiting Earth Observation data products for mapping Local Climate Zones.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Spectral unmixing of urban Landsat imagery by means of neural networks.
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

Automatic monitoring of ash and meteorological clouds by Neural Networks.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Non-linear spectral mixture analysis of Landsat imagery by means of neural networks.
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

A novel approach to polarimetric SAR data processing based on Nonlinear PCA.
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

The ESA learneo! Project for stimulating Earth Observation Education.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Nonlinear PCA based polarimetric decomposition.
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

Features extraction from SAR interferograms for tectonic applications.
EURASIP J. Adv. Signal Process., 2012

Polarimetric sar target decomposition based on nonlinear decorrelation.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

A new automatic technique for coastline extraction from SAR images.
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

Pixel Unmixing in Hyperspectral Data by Means of Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2011

Automatic Generation of Building Temperature Maps From Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2011

Neural Networks for automatic seismic source analysis from DInSAR data.
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

The Gulf of Mexico oil rig accident: analysis by different SAR satellite images.
Proceedings of the SAR Image Analysis, 2011

Neural networks for oil spill detection using TerraSAR-X data.
Proceedings of the SAR Image Analysis, 2011

Characterizing land cover from X-band COSMO-SkyMed images by neural networks.
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

A neural network approach for pixel unmixing in hyperspectral data.
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

Neural networks and SAR interferometry for the characterization of seismic events.
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
Autoassociative neural networks for features reduction of hyperspectral data.
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

TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping.
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

Use of Neural Networks for Automatic Classification From High-Resolution Images.
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

Use of CHRIS PROBA images for land use products.
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

Monitoring Urban Changes in Rome, Italy by Multi-Temporal ERS-SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2004
On neural network algorithms for retrieving forest biomass from SAR data.
IEEE Trans. Geosci. Remote. Sens., 2004

Wheat cycle monitoring using radar data and a neural network trained by a model.
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

Oil spill detection by means of neural networks algorithms: a sensitivity analysis.
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
Crop classification using multiconfiguration C-band SAR data.
IEEE Trans. Geosci. Remote. Sens., 2003

2002
Application of neural algorithms for a real-time estimation of ozone profiles from GOME measurements.
IEEE Trans. Geosci. Remote. Sens., 2002

Ground-based radiometric retrieval of cloud liquid.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2000
Neural networks for oil spill detection using ERS-SAR data.
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
On the correlation between code coverage and software reliability.
Proceedings of the Sixth International Symposium on Software Reliability Engineering, 1995


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