Fabio Del Frate

172 papers A 1C 83Journal 46Unranked 42

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Methane Column Estimation Using PRISMA Hyperspectral Data and Comparison With Other Earth Observation Products. IEEE Geosci. Remote. Sens. Lett. Daniele Settembre, Davide De Santis, Giovanni Schiavon, Fabio Del Frate
2025	J	`jnl`	Optimizing the Radiative Transfer Model Using Deep Neural Networks for NISAR Soil Moisture Retrieval. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiaodong Huang, Lorenzo Giuliano Papale, Marco Lavalle, Fabio Del Frate, Heresh Fattahi, Steven Tsz K. Chan, Rowena B. Lohman, Xiaolan Xu, Yunjin Kim
2024	C	`conf`	AI Feature Extraction for Prisma Hyperspectral Data. IGARSS Sarathchandrakumar T. Sasidharan, Davide De Santis, Marco Di Giacomo, Gianmarco Bencivenni, Fabio Del Frate, Gabriele Curci, Ana Carolina Amarillo, Francesca Barnaba, Luca Di Liberto, Ferdinando Pasqualini, Cristiana Bassani, Silvia Scifoni, Stefano Casadio, Alessandra Cofano, Massimo Cardaci, Giorgio Licciardi
2024	C	`conf`	Air Quality Monitoring At Urban Scale Using PRISMA Hyperspectral Data: the 'Primary' Project. IGARSS Davide De Santis, Sarathchandrakumar Thottuchirayil Sasidharan, Marco Di Giacomo, Gianmarco Bencivenni, Fabio Del Frate, Gabriele Curci, Ana Carolina Amarillo, Francesca Barnaba, Luca Di Liberto, Ferdinando Pasqualini, Cristiana Bassani, Silvia Scifoni, Stefano Casadio, Alessandra Cofano, Massimo Cardaci, Giorgio Licciardi
2024	C	`conf`	BRDF Computation and Modeling Through the Use of UAS. IGARSS Ilaria Petracca, Daniele Latini, Marco Di Giacomo, Fabrizio Niro, Stefania Bonafoni, Fabio Del Frate, Giovanni Schiavon
2024	C	`conf`	Daily Aerosol Optical Depth from Multiple Earth Observation Data Fusion. IGARSS Giorgia Salvucci, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate
2024	C	`conf`	Daily Land Surface Temperature from Multiple Earth Observation Data Fusion. IGARSS Martina Frezza, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate
2024	J	`jnl`	Data Assimilation of Satellite-Derived Rain Rates Estimated by Neural Network in Convective Environments: A Study over Italy. Remote. Sens. Rosa Claudia Torcasio, Mario Papa, Fabio Del Frate, Alessandra Mascitelli, Stefano Dietrich, Giulia Panegrossi, Stefano Federico
2024	C	`conf`	Enhancing Earth Observation Capabilities of the Eratosthenes Centre of Excellence on Disaster Risk Reduction Through Artificial Intelligence: Introducing the AI-OBSERVER Project. IGARSS Marios Tzouvaras, Gerd Reis, Fabio Del Frate, Haris Zacharatos, Diofantos G. Hadjimitsis
2024	C	`conf`	Exploring Methane Column Estimation from Prisma Data. IGARSS Daniele Settembre, Davide De Santis, Fabio Del Frate
2024	J	`jnl`	Hyperspectral Image Super-Resolution: Task-Based Evaluation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Michal Kawulok, Pawel Kowaleczko, Maciej Ziaja, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Zoltan Bartalis, Fabio Del Frate
2024	C	`conf`	Long-Term Post-Earthquake Monitoring of Urban Areas Based on Time Series Analysis of Sentinel-2 Spectral Reflectance Data. IGARSS Giorgia Guerrisi, Elisabetta Lamboglia, Stefania Bonafoni, Fabio Del Frate
2024	C	`conf`	On-Board Multispectral Image Compression with an Artificial Intelligence Based Algorithm. IGARSS Giorgia Guerrisi, Gianmarco Bencivenni, Giovanni Schiavon, Fabio Del Frate
2024	C	`conf`	Soil Moisture Estimation from Polarimetric SAR Using a Physics Aware AI Model. IGARSS Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Mario A. Acuña
2024	C	`conf`	The Econet Project: Use of AI for Surface Water Monitoring with Satellite and Ground Sensor Data. IGARSS Valeria La Pegna, Fabio Del Frate, Davide De Santis, Dario Cappelli, Martina Frezza, Roberto Dragone, Gerardo Grasso, Daniela Zane, Bruno Brunetti, Sabrina Foglia, Giorgio Licciardi, Patrizia Sacco, Deodato Tapete
2024	J	`jnl`	Toward a Standard Approach for UAS-Based Multiangular Dataset Collection for BRDF Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ilaria Petracca, Daniele Latini, Marco Di Giacomo, Fabrizio Niro, Stefania Bonafoni, Fabio Del Frate
2023	C	`conf`	A Concurrent Approach for Infrastructure Monitoring and Risks Prevention Using Space, Aerial and Ground Measurements. IGARSS Daniele Latini, Chiara Clementini, Davide De Santis, Fabio Del Frate, Valerio Gagliardi, Luca Bianchini Campoli, Fabrizio D'Amico, Andrea Benedetto, Margherita Fiani, Alessandro Di Benedetto, Pietro Leandri, Nicholas Fiorentini
2023	—	`conf`	AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning. NET4us@MobiCom Octavian Mihai Machidon, Andraz Krasovec, Alina L. Machidon, Veljko Pejovic, Daniele Latini, Sarathchandrakumar Thottuchirayil Sasidharan, Fabio Del Frate
2023	J	`jnl`	Artificial Intelligence Based On-Board Image Compression for the Φ-Sat-2 Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon
2023	J	`jnl`	Artificial intelligence to advance Earth observation: a perspective. CoRR Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider
2023	C	`conf`	Education and Research Projects for Preparing Young Researchers for Future Career in Earth Observation. IGARSS Josiane Mothe, Valentina Ciaccio, Fabio Del Frate, Davide De Santis, Mihai Ivanovici, Johan Leduc, Daniela Necsoi, Aude Nzeh Ndong, Nathalie Neptune, Marco Recchioni, Zia Ullah, Giovanni Schiavon, Federica Bassini, Mihaela Voinea
2023	C	`conf`	Hyperspectral Image Pansharpening: The Prisma Case Study. IGARSS Maciej Ziaja, Pawel Kowaleczko, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Fabio Del Frate, Michal Kawulok
2023	C	`conf`	On-Board Image Compression using Convolutional Autoencoder: Performance Analysis and Application Scenarios. IGARSS Giorgia Guerrisi, Giovanni Schiavon, Fabio Del Frate
2023	C	`conf`	Physics-Based ML and Polarimetric SAR for Soil Moisture Retrieval. IGARSS Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Jean Bouchat
2023	J	`jnl`	Satellite Data Potentialities in Solid Waste Landfill Monitoring: Review and Case Studies. Sensors Lorenzo Giuliano Papale, Giorgia Guerrisi, Davide De Santis, Giovanni Schiavon, Fabio Del Frate
2023	C	`conf`	The 'Primary' Project: Air Quality Monitoring at Urban Scale with Prisma Hyperspectral Data. IGARSS Davide De Santis, Sarathchandrakumar Thottuchirayil Sasidharan, Fabio Del Frate, Gabriele Curci, Francesca Barnaba, Luca Di Liberto, Cristiana Bassani, Enrico Giuseppe Cadau, Stefano Casadio, Giorgio Licciardi
2023	C	`conf`	The Econet Project: AI Based Satellite and Ground Sensor Analysis for Surface Waters Protection. IGARSS Valeria La Pegna, Fabio Del Frate, Davide De Santis, Roberto Dragone, Gerardo Grasso, Daniela Zane, Giorgio Licciardi, Patrizia Sacco, Deodato Tapete
2023	C	`conf`	Understanding the Value of Hyperspectral Image Super-Resolution from Prisma Data. IGARSS Michal Kawulok, Pawel Kowaleczko, Maciej Ziaja, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Zoltan Bartalis, Fabio Del Frate
2023	C	`conf`	Use of Unmanned Aerial System for the Characterization of the Surface Reflectance Distribution Function. IGARSS Ilaria Petracca, Daniele Latini, Stefania Bonafoni, Fabio Del Frate, Marco Di Giacomo, Fabrizio Niro, Stefano Casadio, Giovanni Schiavon
2022	C	`conf`	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. IGARSS Matteo Picchiani, Stefano Corradini, Lorenzo Guerrieri, Ilaria Petracca, Davide De Santis, Fred Prata, Luca Merucci, Dario Stelitano, Giorgia Salvucci, Fabio Del Frate
2022	C	`conf`	A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data. IGARSS Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giorgia Salvucci, Giovanni Schiavon
2022	C	`conf`	A Physics-Based ML Approach for Corn Plant Height Estimation with Simulated Sar Data. IGARSS Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon
2022	J	`jnl`	Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series. Remote. Sens. Davide De Santis, Fabio Del Frate, Giovanni Schiavon
2022	C	`conf`	Convolutional Autoencoder Algorithm for On-Board Image Compression. IGARSS Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon
2022	—	`conf`	Preliminary Results of the AEROMET Project on the Assimilation of the Rain-Rate from Satellite Observations. ICCSA (Workshops 4) Stefano Federico, Rosa Claudia Torcasio, Alessandra Mascitelli, Fabio Del Frate, Stefano Dietrich
2022	J	`jnl`	Satellite On-Board Change Detection via Auto-Associative Neural Networks. Remote. Sens. Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon
2021	C	`conf`	A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data. IGARSS Leonardo De Laurentiis, Davide De Santis, Daniele Latini, Giovanni Schiavon, Alessandro Marin, Gaetano Pace, Kevin Rossini, Cesare Rossi, Stefano Marra, Sveinung Loekken, Fabio Del Frate
2021	J	`jnl`	Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data. IEEE Trans. Geosci. Remote. Sens. Leonardo De Laurentiis, Cathleen E. Jones, Benjamin Holt, Giovanni Schiavon, Fabio Del Frate
2021	C	`conf`	Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks. IGARSS Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate
2021	C	`conf`	The 2019 Raikoke Eruption: ASH Detection and Retrievals Using S3-SLSTR Data. IGARSS Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giovanni Schiavon
2021	C	`conf`	Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures. IGARSS Chiara Clementini, Fabio Del Frate, Daniele Latini, Giovanni Schiavon
2021	C	`conf`	UAV-Based Observations for Surface BRDF Characterization. IGARSS Daniele Latini, Ilaria Petracca, Giovanni Schiavon, Fabrizio Niro, Stefano Casadio, Fabio Del Frate
2021	C	`conf`	Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case. IGARSS Davide De Santis, Ilaria Petracca, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giovanni Schiavon
2020	J	`jnl`	Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis. Remote. Sens. Alina L. Machidon, Fabio Del Frate, Matteo Picchiani, Octavian Mihai Machidon, Petre L. Ogrutan
2020	J	`jnl`	Long-Term Grass Biomass Estimation of Pastures from Satellite Data. Remote. Sens. Chiara Clementini, Andrea Pomente, Daniele Latini, Hideki Kanamaru, Maria Raffaella Vuolo, Ana Heureux, Mariko Fujisawa, Giovanni Schiavon, Fabio Del Frate
2020	C	`conf`	Multi-Pol Sar Data Fusion for Coastline Extraction by Neural Networks Chaining. IGARSS Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate
2020	J	`jnl`	SAR Data Fusion Using Nonlinear Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. Luca Fasano, Daniele Latini, Alina Machidon, Chiara Clementini, Giovanni Schiavon, Fabio Del Frate
2019	C	`conf`	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). IGARSS Davide De Santis, Gabriele Beccari, Fabio Del Frate, Luisa Corrado, Germana Corrado, Giovanni Schiavon
2019	C	`conf`	COSMO-SkyMed for Unsupervised Urban Change Detection using Radar Backscattering and Interferometric Coherence. IGARSS Alessia Benedetti, Matteo Picchiani, Daniele Latini, Fabio Del Frate, Giovanni Schiavon
2019	J	`jnl`	Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data. CoRR Leonardo De Laurentiis, Andrea Pomente, Fabio Del Frate, Giovanni Schiavon
2018	C	`conf`	A Neural Network Sea-Ice Cloud Classification Algorithm for Copernicus Sentinel-3 Sea and Land Surface Temperature Radiometer. IGARSS Matteo Picchiani, Fabio Del Frate, Massimiliano Sist
2018	C	`conf`	Grass Biomass Estimation on Zambian Pastures for Future Climate Change Effects Mitigation and Adaptation Using Satellite Imagery and Neural Network Technique. IGARSS Chiara Clementini, Fabio Del Frate, Andrea Pomente, Giorgia Salvucci, Felix Teillard, Hideki Kanamaru, Mariko Fujisawa, Anne Mottet, Ana Heureux
2018	C	`conf`	Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection. IGARSS Alessia Benedetti, Matteo Picchiani, Fabio Del Frate
2018	C	`conf`	Sentinel-2 Change Detection Based on Deep Features. IGARSS Andrea Pomente, Matteo Picchiani, Fabio Del Frate
2018	J	`jnl`	Spatial Distribution of Sensible and Latent Heat Flux in the City of Basel (Switzerland). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Christian Feigenwinter, Roland Vogt, Eberhard Parlow, Fredrik Lindberg, Mattia Marconcini, Fabio Del Frate, Nektarios Chrysoulakis
2017	—	`conf`	ANthropogenic heat FLUX estimation from Space. JURSE Nektarios Chrysoulakis, Mattia Marconcini, Jean-Philippe Gastellu-Etchegorry, C. S. B. Grimmond, Christian Feigenwinter, Fredrik Lindberg, Fabio Del Frate, Judith Klostermann, Zina Mitraka, Thomas Esch, Lucas Landier, Andy Gabey, Eberhard Parlow, Frans Olofson
2017	—	`conf`	EO-based products in support of urban heat fluxes estimation. JURSE Mattia Marconcini, Wieke Heldens, Fabio Del Frate, Daniele Latini, Zina Mitraka, Fredrik Lindberg
2017	C	`conf`	FabSpace 2.0: The open-innovation network for geodata-driven innovation. IGARSS Fabio Del Frate, Josiane Mothe, C. Barbier, Matthias Becker, Robert Olszewski, Dimitrios Soudris
2017	C	`conf`	On neural networks algorithms for oil spill detection when applied to C- and X-band SAR. IGARSS Fabio Del Frate, Daniele Latini, Valentina Scappiti
2017	C	`conf`	Onboard payload-data dimensionality reduction. IGARSS Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
2017	—	`conf`	Spatial distribution of sensible and latent heat flux in the URBANFLUXES case study city Basel (Switzerland). JURSE Christian Feigenwinter, Eberhard Parlow, Roland Vogt, Michael Schmutz, Nektarios Chrysoulakis, Fredrik Lindberg, Mattia Marconcini, Fabio Del Frate
2016	C	`conf`	A novel approach for anthropogenic heat flux estimation from space. IGARSS Nektarios Chrysoulakis, Wieke Heldens, Jean-Philippe Gastellu-Etchegorry, Sue Grimmond, Christian Feigenwinter, Fredrik Lindberg, Fabio Del Frate, Judith Klostermann, Zina Mitraka, Thomas Esch, Ahmad Al Bitar, Andrew Gabey, Eberhard Parlow, Frans Olofson
2016	C	`conf`	Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery. IGARSS Francesco Carbone, Alessandro Coletta, Giuseppe Francesco De Luca, Fabio Del Frate, Luca Fasano, Giovanni Schiavon
2016	—	`conf`	Contextual descriptors and neural networks for scene analysis in VHR SAR images. SAR Fabio Del Frate, Matteo Picchiani, Alessia Falasco, Giovanni Schiavon
2016	C	`conf`	Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery. IGARSS Zina Mitraka, Fabio Del Frate, Giovanni Schiavon
2016	J	`jnl`	Nonlinear Spectral Unmixing of Landsat Imagery for Urban Surface Cover Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zina Mitraka, Fabio Del Frate, Francesco Carbone
2016	J	`jnl`	Review of Thermal Infrared Applications and Requirements for Future High-Resolution Sensors. IEEE Trans. Geosci. Remote. Sens. José A. Sobrino, Fabio Del Frate, Matthias Drusch, Juan C. Jiménez-Muñoz, Paolo Manunta, Amanda Regan
2016	J	`jnl`	Uncertainty Estimation of Local-Scale Land Surface Temperature Products Over Urban Areas Using Monte Carlo Simulations. IEEE Geosci. Remote. Sens. Lett. Zina Mitraka, Georgia Doxani, Fabio Del Frate, Nektarios Chrysoulakis
2015	C	`conf`	Automatic monitoring of ash and meteorological clouds by Neural Networks. IGARSS Matteo Picchiani, Marco Chini, Luca Merucci, Stefano Corradini, Alessandro Piscini, Fabio Del Frate
2015	—	`conf`	Exploiting Earth Observation data products for mapping Local Climate Zones. JURSE Zina Mitraka, Fabio Del Frate, Nektarios Chrysoulakis, Jean-Philippe Gastellu-Etchegorry
2015	J	`jnl`	Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking. Remote. Sens. Alireza Taravat, Simon Richard Proud, Simone Peronaci, Fabio Del Frate, Natascha Oppelt
2015	J	`jnl`	Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images. IEEE Geosci. Remote. Sens. Lett. Alireza Taravat, Fabio Del Frate, Cristina Cornaro, Stefania Vergari
2015	C	`conf`	Non-linear spectral mixture analysis of Landsat imagery by means of neural networks. IGARSS Zina Mitraka, Fabio Del Frate
2015	—	`conf`	Spectral unmixing of urban Landsat imagery by means of neural networks. JURSE Zina Mitraka, Fabio Del Frate, Francesco Carbone
2015	C	`conf`	The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking. IGARSS Alireza Taravat, Simone Peronaci, Massimiliano Sist, Fabio Del Frate, Natascha Oppelt
2015	J	`jnl`	Urban Surface Temperature Time Series Estimation at the Local Scale by Spatial-Spectral Unmixing of Satellite Observations. Remote. Sens. Zina Mitraka, Nektarios Chrysoulakis, Georgia Doxani, Fabio Del Frate, Michael Berger
2014	—	`conf`	A neural network approach for simultaneous retrieval of volcanic SO2 and plume height using hyperspectral measurements. WHISPERS Alessandro Piscini, Elisa Carboni, Fabio Del Frate, Roy G. Grainger
2014	C	`conf`	A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture. IGARSS Fabio Del Frate, Daniele Latini, Matteo Picchiani, Giovanni Schiavon, Cristina Vittucci
2014	J	`jnl`	A novel approach to polarimetric SAR data processing based on Nonlinear PCA. Pattern Recognit. Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot
2014	J	`jnl`	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. Alireza Taravat, Daniele Latini, Fabio Del Frate
2014	—	`conf`	Oil spill analysis by means of full polarimetric UAVSAR (L-band) and Radarsat-2 (C-band) products acquired during Deepwater Horizon Disaster. SAR Daniele Latini, Fabio Del Frate, Cathleen E. Jones
2014	C	`conf`	Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study. IGARSS Ruggero Giuseppe Avezzano, Gaia Vaglio Laurin, Valentina Bacciu, Fabio Covello, Maria Virelli, Fabio Del Frate, Giovanni Schiavon, Riccardo Valentini
2013	—	`conf`	A novel multi-band SAR data technique for fully automatic oil spill detection in the ocean. SAR Fabio Del Frate, Daniele Latini, Alireza Taravat, Cathleen E. Jones
2013	—	`conf`	Combining polarimetric and contextual information using autoassociative neural networks. SAR Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon
2013	C	`conf`	Nonlinear PCA based polarimetric decomposition. IGARSS Ruggero Giuseppe Avezzano, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot
2013	J	`jnl`	Optical and SAR sensor synergies for forest and land cover mapping in a tropical site in West Africa. Int. J. Appl. Earth Obs. Geoinformation Gaia Vaglio Laurin, Veraldo Liesenberg, Qi Chen, Leila Guerriero, Fabio Del Frate, Antonio Bartolini, David Coomes, Beccy Wilebore, Jeremy A. Lindsell, Riccardo Valentini
2013	C	`conf`	The ESA learneo! Project for stimulating Earth Observation Education. IGARSS Fabio Del Frate, Pierre-Philippe Mathieu, Valborg Byfield, Chris Banks, Malcolm Dobson, Matteo Picchiani, Vinca Rosmorduc
2013	J	`jnl`	Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models. IEEE Trans. Geosci. Remote. Sens. Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini
2013	J	`jnl`	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. Antonio Di Noia, Pasquale Sellitto, Fabio Del Frate, Marco Cervino, Marco Iarlori, Vincenzo Rizi
2012	—	`conf`	A new automatic technique for coastline extraction from SAR images. SAR Fabio Del Frate, Daniele Latini, Andrea Minchella, Francesco Palazzo
2012	C	`conf`	Associative memory techniques for the exploitation of remote sensing data in the monitoring of volcanic events. IGARSS Matteo Picchiani, Fabio Del Frate, Alessandro Piscini, Marco Chini, Stefano Corradini, Luca Merucci, Salvatore Stramondo
2012	C	`conf`	Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms. IGARSS Miguel Penalver, Chiara Pratola, Irene Fabrini, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini
2012	C	`conf`	Coastline extraction from SAR COSMO-SkyMed data using a new neural network algorithm. IGARSS Daniele Latini, Fabio Del Frate, Francesco Palazzo, Andrea Minchella
2012	J	`jnl`	Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data. EURASIP J. Adv. Signal Process. Alireza Taravat, Fabio Del Frate
2012	J	`jnl`	Features extraction from SAR interferograms for tectonic applications. EURASIP J. Adv. Signal Process. Matteo Picchiani, Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo
2012	C	`conf`	Forest/vegetation types discrimination in an alpine area using RADARSAT2 and ALOS PALSAR polarimetric data and Neural Networks. IGARSS Gaia Vaglio Laurin, Fabio Del Frate, Luca Pasolli, Claudia Notarnicola
2012	—	`conf`	Fully automatic oil spill detection from COSMO-SkyMed imagery using a neural network approach. SAR Ruggero Giuseppe Avezzano, Fabio Del Frate, Daniele Latini
2012	C	`conf`	Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification. IGARSS Giorgio Licciardi, Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini
2012	C	`conf`	Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. IGARSS Chiara Pratola, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini
2012	—	`conf`	Polarimetric sar target decomposition based on nonlinear decorrelation. TyWRRS Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot
2012	C	`conf`	Preliminary results of Cosmo-SkyMed announcement of opportunity projects about marine monitoring. IGARSS Francesco Nirchio, Fabrizio Berizzi, Fabio Del Frate, Angelo Freni, Maurizio Migliaccio, Francesco Palazzo, Stefano Zecchetto
2012	C	`conf`	Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network. IGARSS Matteo Picchiani, Marco Chini, Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon
2012	J	`jnl`	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. Pasquale Sellitto, Fabio Del Frate, Domenico Solimini, Stefano Casadio
2011	J	`jnl`	Automatic Generation of Building Temperature Maps From Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. Michele Lazzarini, Fabio Del Frate, Giulio Ceriola
2011	C	`conf`	Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images. IGARSS Fabio Del Frate, Chiara Pratola, Giovanni Schiavon, Domenico Solimini
2011	—	`conf`	Characterizing land cover from X-band COSMO-SkyMed images by neural networks. JURSE Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Giorgio Licciardi
2011	—	`conf`	Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps. SAR Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, Ulrike Tappeiner, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin
2011	—	`conf`	Neural Networks for automatic seismic source analysis from DInSAR data. SAR Matteo Picchiani, Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo, Marco Chini, Christian Bignami
2011	—	`conf`	Neural networks for oil spill detection using TerraSAR-X data. SAR Ruggero Giuseppe Avezzano, Domenico Velotto, Matteo Soccorsi, Fabio Del Frate, Susanne Lehner
2011	J	`jnl`	Pixel Unmixing in Hyperspectral Data by Means of Neural Networks. IEEE Trans. Geosci. Remote. Sens. Giorgio Licciardi, Fabio Del Frate
2011	J	`jnl`	Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks. IEEE Trans. Geosci. Remote. Sens. Salvatore Stramondo, Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon
2011	C	`conf`	Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area. IGARSS Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, Ulrike Tappeiner, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin
2011	C	`conf`	Techniques based on Support Vector Machines for cloud detection on QuickBird satellite imagery. IGARSS Riccardo Rossi, Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano
2011	—	`conf`	The Gulf of Mexico oil rig accident: analysis by different SAR satellite images. SAR Fabio Del Frate, Andrea Giacomini, Daniele Latini, Domenico Solimini, William J. Emery
2011	C	`conf`	Volcanic ash retrieval from IR multispectral measurements by means of neural networks: An analysis of the Eyjafjallajokull eruption. IGARSS Matteo Picchiani, Marco Chini, Stefano Corradini, Luca Merucci, Pasquale Sellitto, Fabio Del Frate, Alessandro Piscini, Salvatore Stramondo
2010	—	`conf`	A neural network approach for pixel unmixing in hyperspectral data. WHISPERS Giorgio Licciardi, Fabio Del Frate
2010	—	`conf`	Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment. SAR Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, U. Tappainer, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin
2010	J	`jnl`	Automatic Change Detection in Very High Resolution Images With Pulse-Coupled Neural Networks. IEEE Geosci. Remote. Sens. Lett. Fabio Pacifici, Fabio Del Frate
2010	—	`conf`	Automatic object extraction from VHR satellite SAR images using pulse coupled neural networks. SAR Fabio Del Frate, Daniele Latini, Chiara Pratola
2010	—	`conf`	Comparison of advanced neural network architectures for hyperspectral data classification. WHISPERS Prashanth Reddy Marpu, Giorgio Licciardi, Paolo Gamba, Fabio Del Frate
2010	C	`conf`	Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks. IGARSS Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini
2010	C	`conf`	Hyperspectral image enhancement using thermal bands: A methodology to remove building shadows. IGARSS Michele Lazzarini, Jian Guo Liu, Fabio Del Frate
2010	—	`conf`	Neural networks and SAR interferometry for the characterization of seismic events. SAR Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon, Salvatore Stramondo
2010	—	`conf`	Sub-urban landscape characterization by very high-resolution X-band COSMO-Skymed SAR images: first results. SAR Fabio Del Frate, Domenico Loschiavo, Chiara Pratola, Giovanni Schiavon, Domenico Solimini
2010	C	`conf`	Towards fully automatic generation of land cover maps from polarimetric and metric-resolution SAR data. IGARSS Chiara Pratola, Marco Del Greco, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini
2009	—	`conf`	Autoassociative neural networks for features reduction of hyperspectral data. WHISPERS Fabio Del Frate, Giorgio Licciardi, Riccardo Duca
2009	—	`conf`	Completely Automatic Classification of Satellite Multi-spectral Imagery for the Production of Land Cover Maps. IGARSS (4) Giorgio Licciardi, Chiara Pratola, Fabio Del Frate
2009	—	`conf`	Feature Reduction of Hyperspectral Data using Autoassociative Neural Networks Algorithms. IGARSS (1) Giorgio Licciardi, Riccardo Duca, Fabio Del Frate
2009	—	`conf`	Pulse Coupled Neural Network for Automatic Features Extraction from COSMO-Skymed and TerraSAR-X Imagery. IGARSS (3) Fabio Del Frate, Giorgio Licciardi, Fabio Pacifici, Chiara Pratola, Domenico Solimini
2009	—	`conf`	Use of Neural Networks and SAR Interferometry for the Automatic Retrieval of Tectonic Parameters. IGARSS (3) Salvatore Stramondo, Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon
2008	—	`conf`	A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery. IGARSS (4) Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano, Fabio Pacifici, Riccardo Rossi
2008	—	`conf`	Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling. IGARSS (4) Devis Tuia, Frédéric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery
2008	—	`conf`	Application of Neural Networks to Soil Moisture Retrievals from L-Band Radiometric Data. IGARSS (2) Emanuele Angiuli, Fabio Del Frate, Alessandra Monerris
2008	—	`conf`	Automatic Retrieval of Tectonic Parameters with Neural Networks and Sar Interferometry: An Assessment with Experimental Data. IGARSS (3) Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo
2008	J	`jnl`	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. Marco Chini, Fabio Pacifici, William J. Emery, Nazzareno Pierdicca, Fabio Del Frate
2008	—	`conf`	From Multi-Spectral to Hyper-Spectral Imagery: a Quantitative Analysis of the Improvements in Terms of Land Cover Classification. IGARSS (4) Riccardo Duca, Fabio Del Frate, Ferran Gascon Roca
2008	J	`jnl`	Hyperspectral and Multiangle CHRIS-PROBA Images for the Generation of Land Cover Maps. IEEE Trans. Geosci. Remote. Sens. Riccardo Duca, Fabio Del Frate
2008	—	`conf`	Joint Temperature and Nitrogen Dioxide Vertical Profiles from UV/VIS Satellite Data for Air Pollution Monitoring from Space. IGARSS (3) Pasquale Sellitto, Fabio Del Frate, Domenico Solimini
2008	J	`jnl`	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. Fabio Del Frate, Fabio Pacifici, Domenico Solimini
2008	—	`conf`	Neural Network Algorithms for Ozone Profile Retrieval from ESA-Envisat SCIAMACHY and NASA-Aura OMI Satellite Data. IGARSS (3) Pasquale Sellitto, Fabio Del Frate, Domenico Solimini, Christian Retscher, Bojan Bojkov, Pawan K. Bhartia
2008	—	`conf`	Tasseled Tap Transformation and Neural Networks for the Design of an Optimum Image Classification Algorithm using Multispectral Data. IGARSS (4) Giorgio Licciardi, Cosimo Putignano, Fabio Del Frate, Chiara Pratola
2008	—	`conf`	TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping. IGARSS (3) Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Michele Lazzarini, Giorgio Licciardi, Giovanni Schiavon, Domenico Solimini, Francesco De Biasi, Paolo Manunta
2008	—	`conf`	TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification. IGARSS (5) Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Giorgio Licciardi, Chiara Pratola, Giovanni Schiavon, Domenico Solimini
2008	—	`conf`	Towards Complex-Valued Neural Algorithms for Forest Parameters Estimation from Polinsar Data. IGARSS (2) Emanuele Angiuli, Fabio Del Frate, Barbara Polsinelli, Domenico Solimini
2008	J	`jnl`	Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest. IEEE Geosci. Remote. Sens. Lett. Fabio Pacifici, Fabio Del Frate, William J. Emery, Paolo Gamba, Jocelyn Chanussot
2007	C	`conf`	A neural approach to unsupervised classification of very-high resolution polarimetric SAR data. IGARSS Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Marco Del Greco, Giovanni Schiavon, Domenico Solimini
2007	C	`conf`	A robust neural network design for detecting changes from multispectral satellite imagery. IGARSS Fabio Pacifici, Fabio Del Frate, Chiara Solimini, William J. Emery
2007	J	`jnl`	An Innovative Neural-Net Method to Detect Temporal Changes in High-Resolution Optical Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. Fabio Pacifici, Fabio Del Frate, Chiara Solimini, William J. Emery
2007	C	`conf`	Dedicated neural networks algorithms for direct estimation of tropospheric ozone from satellite measurements. IGARSS Pasquale Sellitto, Alessandro Burini, Fabio Del Frate, Domenico Solimini, Stefano Casadio
2007	C	`conf`	Inversion algorithms comparison using L-band simulated polarimetric interferometric data for forest parameters estimation. IGARSS Emanuele Angiuli, Fabio Del Frate, Andrea Della Vecchia, Marco Lavalle, Domenico Solimini, Giorgio Licciardi
2007	C	`conf`	Urban land cover classification: potential of high and very-high resolution SAR imagery. IGARSS Fabio Pacifici, Fabio Del Frate, Domenico Solimini, Alessandro Burini
2007	C	`conf`	Use of CHRIS PROBA images for land use products. IGARSS Fabio Del Frate, Riccardo Duca, Pasquale Sellitto, Domenico Solimini
2007	J	`jnl`	Use of Neural Networks for Automatic Classification From High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. Fabio Del Frate, Fabio Pacifici, Giovanni Schiavon, Chiara Solimini
2006	C	`conf`	Monitoring Urban Changes in Rome, Italy by Multi-Temporal ERS-SAR Images. IGARSS E. Bonci, Fabio Del Frate, Domenico Solimini
2006	C	`conf`	Multi-temporal High-resolution Polarimetric L-band SAR Observation of a Wine-producing Landscape. IGARSS Alessandro Burini, Fabio Del Frate, Andrea Minchella, Giovanni Schiavon, Domenico Solimini, Remo Bianchi, Luigi Fusco, Ralf Horn
2004	C	`conf`	Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas. IGARSS Fabio Del Frate, Giovanni Schiavon, Chiara Solimini
2004	C	`conf`	Oil spill detection by means of neural networks algorithms: a sensitivity analysis. IGARSS Fabio Del Frate, Luca Salvatori
2004	J	`jnl`	On neural network algorithms for retrieving forest biomass from SAR data. IEEE Trans. Geosci. Remote. Sens. Fabio Del Frate, Domenico Solimini
2004	C	`conf`	Seismic source parameters from InSAR data trough neural networks [trough reads through]. IGARSS Fabio Del Frate, Fabrizio Rossi, Giovanni Schiavon, Salvatore Stramondo
2004	J	`jnl`	Wheat cycle monitoring using radar data and a neural network trained by a model. IEEE Trans. Geosci. Remote. Sens. Fabio Del Frate, Paolo Ferrazzoli, Leila Guerriero, Tazio Strozzi, Urs Wegmüller, Geoff Cookmartin, Shaun Quegan
2003	J	`jnl`	Crop classification using multiconfiguration C-band SAR data. IEEE Trans. Geosci. Remote. Sens. Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers
2003	C	`conf`	High resolution multi-spectral analysis of urban areas with quickbird imagery and sinergy with ERS data. IGARSS Giovanni Schiavon, Fabio Del Frate, Chiara Solimini
2003	C	`conf`	Investigating the performance of radar configurations in crop monitoring. IGARSS Fabio Del Frate, Paolo Ferrazzoli, Leila Guerriero, Tazio Strozzi, Urs Wegmüller, Geoff Cookmartin, Shaun Quegan
2003	C	`conf`	Landslide identification by SAR interferometry: the Sarno case. IGARSS Giovanni Schiavon, Fabio Del Frate, D. D'Ottavio, Salvatore Stramondo
2003	C	`conf`	On the potential of multi-polarization and multi-temporal C-band SAR data in classifying crops. IGARSS Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers
2003	C	`conf`	On the retrieval of forest biomass from SAR data by neural networks. IGARSS Fabio Del Frate, Domenico Solimini
2002	J	`jnl`	Application of neural algorithms for a real-time estimation of ozone profiles from GOME measurements. IEEE Trans. Geosci. Remote. Sens. Fabio Del Frate, Alessandro Ortenzi, Stefano Casadio, Claus Zehner
2002	C	`conf`	Ground-based radiometric retrieval of cloud liquid. IGARSS Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, P. M. Simpson, E. C. Brand, C. L. Wrench
2002	C	`conf`	Wheat cycle monitoring using radar data and a neural network trained by a model. IGARSS Fabio Del Frate, Paolo Ferrazzoli, Leila Guerriero, Tazio Strozzi, Urs Wegmüller, Geoff Cookmartin, Shaun Quegan
2000	J	`jnl`	Neural networks for oil spill detection using ERS-SAR data. IEEE Trans. Geosci. Remote. Sens. Fabio Del Frate, Andrea Petrocchi, Jürg Lichtenegger, Gianna Calabresi
1999	J	`jnl`	Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks. IEEE Trans. Geosci. Remote. Sens. Fabio Del Frate, Giovanni Schiavon
1995	A	`conf`	On the correlation between code coverage and software reliability. ISSRE Fabio Del Frate, Praerit Garg, Aditya P. Mathur, Alberto Pasquini