Giovanni Schiavon

85 papers C 47Journal 25Unranked 13

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
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	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
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	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`	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`	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 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	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`	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
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
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`	Comparison of Column-Averaged Volume Mixing Ratios of Carbon Dioxide Retrieved From IASI/METOP-A Using KLIMA Algorithm and TANSO-FTS/GOSAT Level 2 Products. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lucia Maria Laurenza, Samuele Del Bianco, Marco Gai, François Barbara, Giovanni Schiavon, Ugo Cortesi
2014	J	`jnl`	Multi-frequency, polarimetric SAR analysis for archaeological prospection. Int. J. Appl. Earth Obs. Geoinformation Christopher Stewart, Rosa Lasaponara, Giovanni Schiavon
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
2014	J	`jnl`	Water Vapor Probabilistic Retrieval Using GNSS Signals. IEEE Trans. Geosci. Remote. Sens. Andrea Antonini, Riccardo Benedetti, Alberto Ortolani, Luca Rovai, Giovanni Schiavon
2013	C	`conf`	An approach for improving building height estimation from interferometric SAR data. IGARSS Giosue Andrey Giardino, Giovanni Schiavon, Domenico Solimini
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`	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`	Transitioning From CRD to CDRD in Bayesian Retrieval of Rainfall From Satellite Passive Microwave Measurements: Part 1. Algorithm Description and Testing. IEEE Trans. Geosci. Remote. Sens. Paolo Sanò, Daniele Casella, Alberto Mugnai, Giovanni Schiavon, Eric A. Smith, Gregory J. Tripoli
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	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`	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`	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
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`	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	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
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	—	`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`	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`	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	—	`conf`	Fusion of High Resolution Polarimetric SAR and Multi-Spectral Optical Data for Precision Viticulure. IGARSS (3) Alessandro Burini, Domenico Solimini, Giovanni Schiavon
2008	J	`jnl`	Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders. IEEE Trans. Geosci. Remote. Sens. John P. Merryman Boncori, Giovanni Schiavon
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
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`	Sensitivity of multi-temporal high resolution polarimetric C and L-band SAR to grapes in vineyards. IGARSS Giovanni Schiavon, Domenico Solimini, Alessandro Burini
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`	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
2006	C	`conf`	Self-organizing Neural Networks for Unsupervised Classification of Polarimetric SAR Data on Complex Landscapes. IGARSS Cosimo Putignano, Giovanni Schiavon, Domenico Solimini, Bambang Trisasongko
2005	C	`conf`	Unsupervised classification of a central italy landscape by polarimetric L-band SAR data. IGARSS Cosimo Putignano, Giovanni Schiavon, Domenico Solimini, Bambang Trisasongko
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`	SAR interferometric baseline calibration without need of phase unwrapping. IGARSS Mario Costantini, Federico Minati, Alessandro Quagliarini, Giovanni Schiavon
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
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`	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
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`	Passive calibration of the backscattering coefficient of the ENVISAT RA-2: evaluation of radiative models for sea and land. IGARSS Nazzareno Pierdicca, Paolo Castracane, Luca Pulvirenti, Bruno Greco, Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon, Piero Ciotti, Frank S. Marzano, L. Bernardini, Patrizia Basili, Stefania Bonafoni, Vinia Mattioli
1999	J	`jnl`	Experimental and model investigation on radar classification capability. IEEE Trans. Geosci. Remote. Sens. Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon
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
1997	J	`jnl`	The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass. IEEE Trans. Geosci. Remote. Sens. Paolo Ferrazzoli, Simonetta Paloscia, Paolo Pampaloni, Giovanni Schiavon, Simone Sigismondi, Domenico Solimini
1994	J	`jnl`	Space-Earth absorption in the absence of rain: Radiometric inversion coefficients for Italy. Eur. Trans. Telecommun. Francesco Barbaliscia, Leila Guerriero, Giovanni Schiavon, Domenico Solimini
1992	—	`conf`	Radar Response Simulation in Environmental Remote Sensing. EUROSIM Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon, Domenico Solimini
1992	J	`jnl`	Sensitivity to microwave measurements to vegetation biomass and soil moisture content: a case study. IEEE Trans. Geosci. Remote. Sens. Paolo Ferrazzoli, Simonetta Paloscia, Paolo Pampaloni, Giovanni Schiavon, Domenico Solimini, Peter Coppo