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Giovanni Schiavon
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2020 – today
- 2024
- [c60]Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Mario A. Acuña:
Soil Moisture Estimation from Polarimetric SAR Using a Physics Aware AI Model. IGARSS 2024: 2167-2170 - [c59]Giorgia Guerrisi, Gianmarco Bencivenni, Giovanni Schiavon, Fabio Del Frate:
On-Board Multispectral Image Compression with an Artificial Intelligence Based Algorithm. IGARSS 2024: 2555-2559 - [c58]Giorgia Salvucci, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate:
Daily Aerosol Optical Depth from Multiple Earth Observation Data Fusion. IGARSS 2024: 5616-5619 - [c57]Ilaria Petracca, Daniele Latini, Marco Di Giacomo, Fabrizio Niro, Stefania Bonafoni, Fabio Del Frate, Giovanni Schiavon:
BRDF Computation and Modeling Through the Use of UAS. IGARSS 2024: 6566-6571 - [c56]Martina Frezza, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate:
Daily Land Surface Temperature from Multiple Earth Observation Data Fusion. IGARSS 2024: 9019-9023 - 2023
- [j23]Lorenzo Giuliano Papale
, Giorgia Guerrisi
Satellite Data Potentialities in Solid Waste Landfill Monitoring: Review and Case Studies. Sensors 23(8): 3917 (2023) - [j22]Giorgia Guerrisi
Artificial Intelligence Based On-Board Image Compression for the Φ-Sat-2 Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8063-8075 (2023) - [c55]Giorgia Guerrisi
On-Board Image Compression using Convolutional Autoencoder: Performance Analysis and Application Scenarios. IGARSS 2023: 1783-1786 - [c54]Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Jean Bouchat:
Physics-Based ML and Polarimetric SAR for Soil Moisture Retrieval. IGARSS 2023: 1930-1933 - [c53]Josiane Mothe
Education and Research Projects for Preparing Young Researchers for Future Career in Earth Observation. IGARSS 2023: 2309-2312 - [c52]Ilaria Petracca, Daniele Latini, Stefania Bonafoni, Fabio Del Frate, Marco Di Giacomo, Fabrizio Niro, Stefano Casadio, Giovanni Schiavon:
Use of Unmanned Aerial System for the Characterization of the Surface Reflectance Distribution Function. IGARSS 2023: 4796-4799 - 2022
- [j21]Davide De Santis
Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series. Remote. Sens. 14(1): 117 (2022) - [j20]Giorgia Guerrisi
Satellite On-Board Change Detection via Auto-Associative Neural Networks. Remote. Sens. 14(12): 2735 (2022) - [c51]Giorgia Guerrisi
Convolutional Autoencoder Algorithm for On-Board Image Compression. IGARSS 2022: 151-154 - [c50]Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon:
A Physics-Based ML Approach for Corn Plant Height Estimation with Simulated Sar Data. IGARSS 2022: 4159-4162 - [c49]Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani
A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data. IGARSS 2022: 7344-7347 - 2021
- [j19]Leonardo De Laurentiis
Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data. IEEE Trans. Geosci. Remote. Sens. 59(10): 8455-8469 (2021) - [c48]Leonardo De Laurentiis, Davide De Santis
A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data. IGARSS 2021: 262-265 - [c47]Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate:
Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks. IGARSS 2021: 1272-1275 - [c46]Chiara Clementini, Fabio Del Frate, Daniele Latini, Giovanni Schiavon:
Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures. IGARSS 2021: 6968-6971 - [c45]Daniele Latini, Ilaria Petracca, Giovanni Schiavon, Fabrizio Niro, Stefano Casadio, Fabio Del Frate:
UAV-Based Observations for Surface BRDF Characterization. IGARSS 2021: 8193-8196 - [c44]Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri
The 2019 Raikoke Eruption: ASH Detection and Retrievals Using S3-SLSTR Data. IGARSS 2021: 8428-8431 - [c43]Davide De Santis
Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case. IGARSS 2021: 8480-8483 - 2020
- [j18]Luca Fasano
SAR Data Fusion Using Nonlinear Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. 17(9): 1543-1547 (2020) - [j17]Chiara Clementini
Long-Term Grass Biomass Estimation of Pastures from Satellite Data. Remote. Sens. 12(13): 2160 (2020) - [c42]Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate:
Multi-Pol Sar Data Fusion for Coastline Extraction by Neural Networks Chaining. IGARSS 2020: 2085-2088
2010 – 2019
- 2019
- [c41]Alessia Benedetti, Matteo Picchiani
COSMO-SkyMed for Unsupervised Urban Change Detection using Radar Backscattering and Interferometric Coherence. IGARSS 2019: 485-488 - [c40]Davide De Santis
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 2019: 4375-4378 - [i1]Leonardo De Laurentiis, Andrea Pomente, Fabio Del Frate, Giovanni Schiavon:
Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data. CoRR abs/1910.05401 (2019) - 2016
- [c39]Francesco Carbone, Alessandro Coletta, Giuseppe Francesco De Luca, Fabio Del Frate, Luca Fasano, Giovanni Schiavon:
Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery. IGARSS 2016: 3406-3409 - [c38]Zina Mitraka, Fabio Del Frate, Giovanni Schiavon:
Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery. IGARSS 2016: 7014-7017 - [c37]Fabio Del Frate, Matteo Picchiani
Contextual descriptors and neural networks for scene analysis in VHR SAR images. SAR 2016: 1000304 - 2014
- [j16]Christopher Stewart, Rosa Lasaponara
Multi-frequency, polarimetric SAR analysis for archaeological prospection. Int. J. Appl. Earth Obs. Geoinformation 28: 211-219 (2014) - [j15]Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
A novel approach to polarimetric SAR data processing based on Nonlinear PCA. Pattern Recognit. 47(5): 1953-1967 (2014) - [j14]Lucia Maria Laurenza, Samuele Del Bianco
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. 7(2): 389-398 (2014) - [j13]Andrea Antonini
Water Vapor Probabilistic Retrieval Using GNSS Signals. IEEE Trans. Geosci. Remote. Sens. 52(3): 1892-1900 (2014) - [c36]Ruggero Giuseppe Avezzano, Gaia Vaglio Laurin
Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study. IGARSS 2014: 1073-1076 - [c35]Fabio Del Frate, Daniele Latini, Matteo Picchiani
A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture. IGARSS 2014: 1508-1511 - 2013
- [j12]Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 2055-2066 (2013) - [j11]Paolo Sanò
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. 51(7-2): 4119-4143 (2013) - [c34]Ruggero Giuseppe Avezzano, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
Nonlinear PCA based polarimetric decomposition. IGARSS 2013: 3006-3009 - [c33]Giosue Andrey Giardino, Giovanni Schiavon, Domenico Solimini:
An approach for improving building height estimation from interferometric SAR data. IGARSS 2013: 4269-4272 - [c32]Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon:
Combining polarimetric and contextual information using autoassociative neural networks. SAR 2013: 88910J - 2012
- [j10]Matteo Picchiani
Features extraction from SAR interferograms for tectonic applications. EURASIP J. Adv. Signal Process. 2012: 155 (2012) - [c31]Matteo Picchiani
Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network. IGARSS 2012: 2998-3001 - [c30]Giorgio Licciardi, Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification. IGARSS 2012: 4978-4981 - [c29]Miguel Penalver, Chiara Pratola, Irene Fabrini, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms. IGARSS 2012: 5888-5891 - [c28]Chiara Pratola, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. IGARSS 2012: 6793-6796 - [c27]Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
Polarimetric sar target decomposition based on nonlinear decorrelation. TyWRRS 2012: 283-287 - 2011
- [j9]Salvatore Stramondo
Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks. IEEE Trans. Geosci. Remote. Sens. 49(1-1): 96-104 (2011) - [c26]Fabio Del Frate, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images. IGARSS 2011: 3614-3617 - [c25]Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Giorgio Licciardi:
Characterizing land cover from X-band COSMO-SkyMed images by neural networks. JURSE 2011: 49-52 - [c24]Matteo Picchiani
Neural Networks for automatic seismic source analysis from DInSAR data. SAR 2011: 81790K - 2010
- [c23]Chiara Pratola, Marco Del Greco, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Towards fully automatic generation of land cover maps from polarimetric and metric-resolution SAR data. IGARSS 2010: 3102-3105 - [c22]Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks. IGARSS 2010: 4377-4380 - [c21]Fabio Del Frate, Matteo Picchiani
Neural networks and SAR interferometry for the characterization of seismic events. SAR 2010: 78290J - [c20]Fabio Del Frate, Domenico Loschiavo, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
Sub-urban landscape characterization by very high-resolution X-band COSMO-Skymed SAR images: first results. SAR 2010: 782908
2000 – 2009
- 2009
- [c19]Salvatore Stramondo
Use of Neural Networks and SAR Interferometry for the Automatic Retrieval of Tectonic Parameters. IGARSS (3) 2009: 220-223 - 2008
- [j8]John P. Merryman Boncori
Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders. IEEE Trans. Geosci. Remote. Sens. 46(4): 1048-1057 (2008) - [c18]Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Giorgio Licciardi, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification. IGARSS (5) 2008: 373-376 - [c17]Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo
Automatic Retrieval of Tectonic Parameters with Neural Networks and Sar Interferometry: An Assessment with Experimental Data. IGARSS (3) 2008: 534-537 - [c16]Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Michele Lazzarini, Giorgio Licciardi, Giovanni Schiavon, Domenico Solimini, Francesco De Biasi, Paolo Manunta:
TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping. IGARSS (3) 2008: 660-663 - [c15]Alessandro Burini, Domenico Solimini, Giovanni Schiavon:
Fusion of High Resolution Polarimetric SAR and Multi-Spectral Optical Data for Precision Viticulure. IGARSS (3) 2008: 1000-1003 - 2007
- [j7]Fabio Del Frate, Fabio Pacifici, Giovanni Schiavon, Chiara Solimini:
Use of Neural Networks for Automatic Classification From High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. 45(4): 800-809 (2007) - [c14]Giovanni Schiavon, Domenico Solimini, Alessandro Burini:
Sensitivity of multi-temporal high resolution polarimetric C and L-band SAR to grapes in vineyards. IGARSS 2007: 3651-3654 - [c13]Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Marco Del Greco, Giovanni Schiavon, Domenico Solimini:
A neural approach to unsupervised classification of very-high resolution polarimetric SAR data. IGARSS 2007: 4164-4166 - 2006
- [c12]Alessandro Burini, Fabio Del Frate, Andrea Minchella, Giovanni Schiavon, Domenico Solimini, Remo Bianchi, Luigi Fusco, Ralf Horn
Multi-temporal High-resolution Polarimetric L-band SAR Observation of a Wine-producing Landscape. IGARSS 2006: 501-503 - [c11]Cosimo Putignano, Giovanni Schiavon, Domenico Solimini, Bambang Trisasongko
Self-organizing Neural Networks for Unsupervised Classification of Polarimetric SAR Data on Complex Landscapes. IGARSS 2006: 504-506 - 2005
- [c10]Cosimo Putignano, Giovanni Schiavon, Domenico Solimini, Bambang Trisasongko
Unsupervised classification of a central italy landscape by polarimetric L-band SAR data. IGARSS 2005: 1291-1294 - 2004
- [c9]Mario Costantini, Federico Minati, Alessandro Quagliarini, Giovanni Schiavon:
SAR interferometric baseline calibration without need of phase unwrapping. IGARSS 2004: 493-495 - [c8]Fabio Del Frate, Giovanni Schiavon, Chiara Solimini:
Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas. IGARSS 2004: 1091-1094 - [c7]Fabio Del Frate, Fabrizio Rossi, Giovanni Schiavon, Salvatore Stramondo
Seismic source parameters from InSAR data trough neural networks [trough reads through]. IGARSS 2004: 2981-2984 - 2003
- [j6]Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers:
Crop classification using multiconfiguration C-band SAR data. IEEE Trans. Geosci. Remote. Sens. 41(7): 1611-1619 (2003) - [c6]Giovanni Schiavon, Fabio Del Frate, Chiara Solimini:
High resolution multi-spectral analysis of urban areas with quickbird imagery and sinergy with ERS data. IGARSS 2003: 1972-1974 - [c5]Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers:
On the potential of multi-polarization and multi-temporal C-band SAR data in classifying crops. IGARSS 2003: 2195-2196 - [c4]Giovanni Schiavon, Fabio Del Frate, D. D'Ottavio, Salvatore Stramondo
Landslide identification by SAR interferometry: the Sarno case. IGARSS 2003: 2428-2429 - 2002
- [c3]Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, P. M. Simpson, E. C. Brand, C. L. Wrench:
Ground-based radiometric retrieval of cloud liquid. IGARSS 2002: 2820-2822 - [c2]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:
Passive calibration of the backscattering coefficient of the ENVISAT RA-2: evaluation of radiative models for sea and land. IGARSS 2002: 3105-3107
1990 – 1999
- 1999
- [j5]Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon:
Experimental and model investigation on radar classification capability. IEEE Trans. Geosci. Remote. Sens. 37(2): 960-968 (1999) - [j4]Fabio Del Frate, Giovanni Schiavon:
Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks. IEEE Trans. Geosci. Remote. Sens. 37(5): 2335-2342 (1999) - 1997
- [j3]Paolo Ferrazzoli, Simonetta Paloscia
The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass. IEEE Trans. Geosci. Remote. Sens. 35(1): 5-17 (1997) - 1994
- [j2]Francesco Barbaliscia, Leila Guerriero, Giovanni Schiavon, Domenico Solimini:
Space-Earth absorption in the absence of rain: Radiometric inversion coefficients for Italy. Eur. Trans. Telecommun. 5(6): 697-703 (1994) - 1992
- [j1]Paolo Ferrazzoli, Simonetta Paloscia
Sensitivity to microwave measurements to vegetation biomass and soil moisture content: a case study. IEEE Trans. Geosci. Remote. Sens. 30(4): 750-756 (1992) - [c1]Paolo Ferrazzoli, Leila Guerriero, Giovanni Schiavon, Domenico Solimini:
Radar Response Simulation in Environmental Remote Sensing. EUROSIM 1992: 613-618
Coauthor Index
[c60] [c59] [c58] [c57] [c56] [j23] [j22] [c55] [c54] [c53] [c52] [j21] [j20] [c51] [c50] [c49] [j19] [c48] [c47] [c46] [c45] [c44] [c43] [j18] [j17] [c42] [c41] [c40] [i1] [c39] [c38] [c37] [j15] [c36] [c35] [j12] [c34] [c32] [j10] [c31] [c30] [c29] [c28] [c27] [j9] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [j7] [c13] [c12] [c8] [c7] [j6] [c6] [c5] [c4] [c3] [j4]
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