Giovanni Schiavon
Orcid: 0000-0002-6018-7909
According to our database1,
Giovanni Schiavon
authored at least 79 papers
between 1992 and 2023.
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Bibliography
2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Satellite Data Potentialities in Solid Waste Landfill Monitoring: Review and Case Studies.
Sensors, 2023
Use of Unmanned Aerial System for the Characterization of the Surface Reflectance Distribution Function.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Education and Research Projects for Preparing Young Researchers for Future Career in Earth Observation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
On-Board Image Compression using Convolutional Autoencoder: Performance Analysis and Application Scenarios.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series.
Remote. Sens., 2022
Remote. Sens., 2022
A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Physics-Based ML Approach for Corn Plant Height Estimation with Simulated Sar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data.
IEEE Trans. Geosci. Remote. Sens., 2021
Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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
2016
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
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
2014
IEEE Trans. Geosci. Remote. Sens., 2014
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., 2014
Pattern Recognit., 2014
Int. J. Appl. Earth Obs. Geoinformation, 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
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., 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
Combining polarimetric and contextual information using autoassociative neural networks.
Proceedings of the SAR Image Analysis, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
EURASIP J. Adv. Signal Process., 2012
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 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
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
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
2011
Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2011
Proceedings of the SAR Image Analysis, 2011
Proceedings of the Joint Urban Remote Sensing Event, 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
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
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
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
2008
Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders.
IEEE Trans. Geosci. Remote. Sens., 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
Fusion of High Resolution Polarimetric SAR and Multi-Spectral Optical Data for Precision Viticulure.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
Sensitivity of multi-temporal high resolution polarimetric C and L-band SAR to grapes in vineyards.
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
2006
Self-organizing Neural Networks for Unsupervised Classification of Polarimetric SAR Data on Complex Landscapes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 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
2005
Unsupervised classification of a central italy landscape by polarimetric L-band SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
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
Seismic source parameters from InSAR data trough neural networks [trough reads through].
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
IEEE Trans. Geosci. Remote. Sens., 2003
High resolution multi-spectral analysis of urban areas with quickbird imagery and sinergy with ERS data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
On the potential of multi-polarization and multi-temporal C-band SAR data in classifying crops.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Passive calibration of the backscattering coefficient of the ENVISAT RA-2: evaluation of radiative models for sea and land.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
1999
Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks.
IEEE Trans. Geosci. Remote. Sens., 1999
IEEE Trans. Geosci. Remote. Sens., 1999
1997
The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass.
IEEE Trans. Geosci. Remote. Sens., 1997
1994
Space-Earth absorption in the absence of rain: Radiometric inversion coefficients for Italy.
Eur. Trans. Telecommun., 1994
1992
Sensitivity to microwave measurements to vegetation biomass and soil moisture content: a case study.
IEEE Trans. Geosci. Remote. Sens., 1992
Radar Response Simulation in Environmental Remote Sensing.
Proceedings of the Eurosim 1992, Simulation Congress, Proceedings of the 1992 EUROSIM Conference, Capri, Italy, September 28, 1992