Giovanni Schiavon

发表

Long-Term Grass Biomass Estimation of Pastures from Satellite Data

Fabio Del Frate, Daniele Latini, Chiara Clementini, 2020, Remote. Sens..

Towards fully automatic generation of land cover maps from polarimetric and metric-resolution SAR data

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Estimating vegetation biomass using synthetic aperture radar

Simonetta Paloscia, Stefano Baronti, Giovanni Schiavon, 1994, Remote Sensing.

Multi-temporal High-resolution Polarimetric L-band SAR Observation of a Wine-producing Landscape

Fabio Del Frate, Luigi Fusco, Andrea Minchella, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Multisensor, Multifrequency, Multitemporal Aircraft Microwave Measurements Over Agricultural Fields

Simonetta Paloscia, Paolo Ferrazzoli, Domenico Solimini, 1991, [Proceedings] IGARSS'91 Remote Sensing: Global Monitoring for Earth Management.

Passive calibration of the backscattering coefficient of the ENVISAT RA-2: evaluation of radiative models for sea and land

Frank S. Marzano, Nazzareno Pierdicca, Vinia Mattioli, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery

Fabio Del Frate, Giovanni Schiavon, Zina Mitraka, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks

Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Self-organizing Neural Networks for Unsupervised Classification of Polarimetric SAR Data on Complex Landscapes

Domenico Solimini, Giovanni Schiavon, Cosimo Putignano, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks

Fabio Del Frate, Domenico Solimini, Giovanni Schiavon, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

An approach for improving building height estimation from interferometric SAR data

Domenico Solimini, Giovanni Schiavon, Giosue Andrey Giardino, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network

Fabio Del Frate, Salvatore Stramondo, Marco Chini, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

A vegetation classification scheme validated by model simulations

Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon, 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

Combining polarimetric and contextual information using autoassociative neural networks

Fabio Del Frate, Giovanni Schiavon, Ruggero Giuseppe Avezzano, 2013, Remote Sensing.

Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders

Giovanni Schiavon, John P. Merryman Boncori, 2008, IEEE Transactions on Geoscience and Remote Sensing.

COSMO-SkyMed for Unsupervised Urban Change Detection using Radar Backscattering and Interferometric Coherence

Fabio Del Frate, Daniele Latini, Giovanni Schiavon, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks

Fabio Del Frate, Giovanni Schiavon, G. Schiavon, 1999, IEEE Trans. Geosci. Remote. Sens..

Experimental and model investigation on radar classification capability

Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon, 1999, IEEE Trans. Geosci. Remote. Sens..

Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Understanding microwave surface backscattering of bare soil by comparing models and experimental data collected during two different airborne campaigns

Giovanni Schiavon, Guido Luzi, P. Coppo, 1995, 1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications.

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

Samuele Del Bianco, Giovanni Schiavon, Ugo Cortesi, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

An automatic neural network approach for retrieving seismic source parameters from INSAR data

Salvatore Stramondo, Giovanni Schiavon, F. Del Frate, 2010 .

Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery

Fabio Del Frate, Giovanni Schiavon, Francesco Carbone, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Polarimetric sar target decomposition based on nonlinear decorrelation

Jocelyn Chanussot, Fabio Del Frate, Giovanni Schiavon, 2012, 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS).

Unsupervised classification of a central italy landscape by polarimetric L-band SAR data

Domenico Solimini, Giovanni Schiavon, Cosimo Putignano, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Transitioning From CRD to CDRD in Bayesian Retrieval of Rainfall From Satellite Passive Microwave Measurements: Part 1. Algorithm Description and Testing

Eric A. Smith, Alberto Mugnai, Paolo Sano, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data

Fabio Del Frate, Andrea Pomente, Giovanni Schiavon, 2019, Remote Sensing.

TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

A neural approach to unsupervised classification of very-high resolution polarimetric SAR data

Fabio Del Frate, Domenico Solimini, Giovanni Schiavon, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Space-Earth absorption in the absence of rain: Radiometric inversion coefficients for Italy

Leila Guerriero, Domenico Solimini, Giovanni Schiavon, 1994, Eur. Trans. Telecommun..

Sub-urban landscape characterization by very high-resolution X-band COSMO-Skymed SAR images: first results

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2010, Remote Sensing.

Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas

Fabio Del Frate, Giovanni Schiavon, Chiara Solimini, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Automatic Retrieval of Tectonic Parameters with Neural Networks and Sar Interferometry: An Assessment with Experimental Data

Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Sensitivity of multi-temporal high resolution polarimetric C and L-band SAR to grapes in vineyards

Domenico Solimini, Giovanni Schiavon, Alessandro Burini, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Neural networks for the retrieval of water vapor and liquid water from radiometric data

Fabio Del Frate, Giovanni Schiavon, 1998 .

Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study

Fabio Covello, Fabio Del Frate, Giovanni Schiavon, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Neural Networks for automatic seismic source analysis from DInSAR data

Fabio Del Frate, Christian Bignami, Salvatore Stramondo, 2011, Remote Sensing.

Nonlinear PCA based polarimetric decomposition

Jocelyn Chanussot, Fabio Del Frate, Giovanni Schiavon, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

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

Jocelyn Chanussot, Fabio Del Frate, Giovanni Schiavon, 2014, Pattern Recognit..

Water Vapor Probabilistic Retrieval Using GNSS Signals

Giovanni Schiavon, Riccardo Benedetti, Andrea Antonini, 2014, IEEE Transactions on Geoscience and Remote Sensing.

SAR interferometric baseline calibration without need of phase unwrapping

Giovanni Schiavon, Mario Costantini, Federico Minati, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

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

Fabio Del Frate, Giovanni Schiavon, Matteo Picchiani, 2016, Remote Sensing.

The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass

Simonetta Paloscia, Paolo Pampaloni, Paolo Ferrazzoli, 1997, IEEE Trans. Geosci. Remote. Sens..

Fusion of High Resolution Polarimetric SAR and Multi-Spectral Optical Data for Precision Viticulure

Domenico Solimini, Giovanni Schiavon, Alessandro Burini, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Neural networks and SAR interferometry for the characterization of seismic events

Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon, 2010, Remote Sensing.

Features extraction from SAR interferograms for tectonic applications

Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon, 2012, EURASIP J. Adv. Signal Process..

Use of neural networks and SAR interferometry for the automatic retrieval of tectonic parameters

Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Multi-frequency, polarimetric SAR analysis for archaeological prospection

Christopher Stewart, Giovanni Schiavon, Rosa Lasaponara, 2014, Int. J. Appl. Earth Obs. Geoinformation.

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

Michele Lazzarini, Fabio Del Frate, Domenico Solimini, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Seismic source parameters from InSAR data trough neural networks [trough reads through]

Fabio Del Frate, Salvatore Stramondo, Fabrizio Rossi, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Ground-based radiometric retrieval of cloud liquid

Fabio Del Frate, Domenico Solimini, Giovanni Schiavon, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Compression of SAR interferograms for parameter retrieval using neural networks

Salvatore Stramondo, Giovanni Schiavon, F. Del Frate, 2013, IGARSS 2013.

A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture

Fabio Del Frate, Daniele Latini, Giovanni Schiavon, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Automatic procedure for coastline extraction exploiting full-pol SAR imagery and AANN-PCNN processing chain

Fabio Del Frate, Daniele Latini, Giovanni Schiavon, 2018, Remote Sensing.

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

Fabio Del Frate, Domenico Solimini, Chiara Pratola, 2011, 2011 Joint Urban Remote Sensing Event.

Neural network architectures for classification of multi-temporal and multi-angle CHRIS-PROBA data

Domenico Solimini, Giovanni Schiavon, Giorgio Licciardi, 2010 .

Crop classification using multiconfiguration C-band SAR data

Fabio Del Frate, Maurice Borgeaud, Dirk H. Hoekman, 2003, IEEE Trans. Geosci. Remote. Sens..

Neural networks ensemble for automatic detection of changes from Cosmo-Skymed SAR images

Domenico Solimini, Giovanni Schiavon, F. Del Frate, 2013, IGARSS 2013.

SAR Data Fusion Using Nonlinear Principal Component Analysis

Fabio Del Frate, Daniele Latini, Giovanni Schiavon, 2020, IEEE Geoscience and Remote Sensing Letters.

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

Fabio Del Frate, Fabio Pacifici, Giovanni Schiavon, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data

Benjamin Holt, Fabio Del Frate, Giovanni Schiavon, 2021, IEEE Transactions on Geoscience and Remote Sensing.

A New Data Fusion Neural Network Scheme for Rainfall Retrieval Using Passive Microwave and Visible/Infrared Satellite Data

Fabio Del Frate, Giovanni Schiavon, Massimiliano Sist, 2021, Applied Sciences.

Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series

Fabio Del Frate, Giovanni Schiavon, Davide De Santis, 2021, Remote. Sens..

Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures

Fabio Del Frate, Daniele Latini, Giovanni Schiavon, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

The 2019 Raikoke Eruption: ASH Detection and Retrievals Using S3-SLSTR Data

Fabio Del Frate, Giovanni Schiavon, Luca Merucci, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case

Fabio Del Frate, Giovanni Schiavon, Luca Merucci, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

UAV-Based Observations for Surface BRDF Characterization

Fabio Del Frate, Daniele Latini, Giovanni Schiavon, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data

Fabio Del Frate, Cesare Rossi, Daniele Latini, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks

Fabio Del Frate, Daniele Latini, Giovanni Schiavon, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Sentinel-1 bathymetry for North Sea palaeolandscape analysis

Vincent Gaffney, Giovanni Schiavon, Alfredo Renga, 2016 .

Retrieving soil moisture and agricultural variables by microwave radiometry using neural networks

Paolo Ferrazzoli, Giovanni Schiavon, F. Del Frate, 2003 .

Automatic monitoring of land cover in sub-urban areas by X-Band VHR cosmo-skymed imagery

Domenico Solimini, Giovanni Schiavon, F. Del Frate, 2011 .

Landslide identification by SAR interferometry: the Sarno case

Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

A NEW METHOD FOR BASELINE CALIBRATION IN SAR INTERFEROMETRY

Giovanni Schiavon, Mario Costantini, Federico Minati, 2004 .

Sensitivity Of Active And Passive Microwave Sensors To Soil Moisture Of Vegetated Fields

Simonetta Paloscia, Paolo Ferrazzoli, Giovanni Schiavon, 1990, 10th Annual International Symposium on Geoscience and Remote Sensing.

Potential of quad pol C-band, single and dual pol L-band SAR to identify buried archaeological features

Giovanni Schiavon, Rosa Lasaponara, Christopher Stewart, 2012 .

SAR polarimetric features of agricultural areas

Simonetta Paloscia, Stefano Baronti, Paolo Ferrazzoli, 1995 .

The potential of SAR in crop classification using multi-configuration data

D. H. Hoekman, Domenico Solimini, Giovanni Schiavon, 2002 .

Characterization of coupled finlines by generalized transverse resonance method

Piero Tognolatti, Giovanni Schiavon, R. Sorrentino, 1988 .

A combined natural orthogonal functions/neural network technique for the radiometric estimation of atmospheric profiles

Fabio Del Frate, Giovanni Schiavon, G. Schiavon, 1998 .

A global high-resolution microwave emission model for the Earth

P. de Maagt, Paolo Ferrazzoli, Domenico Solimini, 1998 .