Giovanni Schiavon (recent publications)

F. DEL FRATE, F. PACIFICI, SCHIAVON G., C. SOLIMINI (2007). Use of Neural Networks for Automatic Classification from High-Resolution Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 45; p. 800-809, ISSN: 0196-2892, doi: 10.1109/TGRS.2007.892009

F. DEL FRATE, M. DEL GRECO, SCHIAVON G., D. SOLIMINI, C. PUTIGNANO (2007). Self-organizing maps of polarimetric SAR imagery. In: PolinSAR 2007. ESA-ESRIN, Frascati, Italy, 22-26 January 2007

SCHIAVON G., D. SOLIMINI (2007). Modeling Polarimetric SAR Response of Urban Dihedrals. In: PolinSAR 2007. ESA-ESRIN, Frascati, Italy, 22-26 January 2007

A. BURINI, C. PUTIGNANO, F. DEL FRATE, M. DEL GRECO, SCHIAVON G., D. SOLIMINI (2007). A neural approach to unsupervised classification of very-high resolution polarimetric SAR data. In: 2007 IEEE International Geoscience and Remote Sensing Symposium. Barcelona, Spain, 23-27 July 2007, p. 4164-4166, doi: 10.1109/IGARSS.2007.4423767

SCHIAVON G., D. SOLIMINI, A. BURINI (2007). Sensitivity of multi-temporal high resolution polarimetric C and L-band SAR to grapes in vineyards. In: 2007 IEEE International Geoscience and Remote Sensing Symposium. Barcelona, Spain, 23-27 July 2007, p. 3651-3654, doi: 10.1109/IGARSS.2007.4423637

A. BURINI, F. DEL FRATE, SCHIAVON G., D. SOLIMINI (2007). Multi-temporal high-resolution polarimetric L-band SAR observation of grapes in vineyards. In: 5th Int. Symp. on Retrieval of Bio- and Geophysical Parameters from SAR Data for Land Applications. Bari, Italy, 25-28 September 2007

S. STRAMONDO, F. DEL FRATE, SCHIAVON G. (2007). InSAR Data and Neural Networks applied to Seismic Source Quantitative Parameters Retrieval. In: FRINGE 2007 Workshop. ESA ESRIN, Frascati, Italy, 26-30 November 2007

J.P. MERRYMAN BONCORI, SCHIAVON G. (2008). Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 46; p. 1048-1057, ISSN: 0196-2892, doi: 10.1109/TGRS.2007.910714

F. DEL FRATE, SCHIAVON G., S. STRAMONDO (2008). Automatic detection and classification of seismic events from InSAR data. In: Proceedings of ESA-EUSC 2008. ESA-ESRIN, Frascati, Italy, March 4-6, 2008

A. BURINI, D. SOLIMINI, SCHIAVON G. (2008). Fusion of high resolution polarimetric SAR and multi-spectral optical data for precision viticulture. In: 2008 IEEE International Geoscience and Remote Sensing Symposium. Boston, Massachusetts, U.S.A, July 6-11, 2008

A. BURINI, C. PUTIGNANO, F. DEL FRATE, G. LICCIARDI, SCHIAVON G., D. SOLIMINI, C. PRATOLA (2008). TerraSAR-X/SPOT-5 fused images for supervised land cover classification. In: 2008 IEEE International Geoscience and Remote Sensing Symposium. Boston, Massachusetts, U.S.A, July 6-11, 2008

F. DEL FRATE, SCHIAVON G., S. STRAMONDO (2008). Automatic retrieval of tectonic parameters with neural networks and SAR interferometry: an assessment with experimental data. In: 2008 IEEE International Geoscience and Remote Sensing Symposium. Boston, Massachusetts, U.S.A, July 6-11, 2008

C. PUTIGNANO, D. SOLIMINI, A. BURINI, F. DEL FRATE, SCHIAVON G., G. LICCIARDI, M. LAZZARINI, P. MANUNTA, F. DE BIASI (2008). TerraSAR-X imaging for unsupervised land cover classification and fire mapping. In: 2008 IEEE International Geoscience and Remote Sensing Symposium. Boston, Massachusetts, U.S.A, July 6-11, 2008

C. PUTIGNANO, A. BURINI, F. DEL FRATE, SCHIAVON G., D. SOLIMINI, S. GUSMANO, D. DI VINCENZO (2009). Very-High Resolution X-band SAR data for linear features extraction and classification. In: Proceedings of PolInSAR'09. ESA-ESRIN, Frascati, Italy, 26-30 January 2009

A. BURINI, SCHIAVON G., D. SOLIMINI (2009). Near Real-Time Polarimetric C-Band SAR Observations of Vineyards: RADARSAT-2 watching the Italian Frascati wine area. In: Proceedings of PolInSAR'09. ESA-ESRIN, Frascati, Italy, 26-30 January 2009

S. STRAMONDO, F. DEL FRATE, M. PICCHIANI, SCHIAVON G. (2009). Use of neural networks and SAR interferometry for the automatic retrieval of tectonic parameters. In: 2009 IEEE International Geoscience and Remote Sensing Symposium. Cape Town, South Africa, July 12-17, 2009, p. III-220-III-223, ISBN/ISSN: 978-1-4244-3394-0, doi: 10.1109/IGARSS.2009.5417849

A. BURINI, SCHIAVON G. (2009). RADARSAT-2: Main features and near real-time applications. In: 6th European Radar Conference. Rome, Italy, 30 September-2 October, 2009

G. LICCIARDI, F. DEL FRATE, SCHIAVON G., D. SOLIMINI (2010). DIMENSIONALITY REDUCTION OF HYPERSPECTRAL DATA: ASSESSING THE PERFORMANCE OF AUTOASSOCIATIVE NEURAL NETWORKS. In: Proceedings of the 2010 IEEE International Geoscience and Remote Sensing Symposium. Honolulu, Hawaii, USA, July 25 - 30, 2010, p. 4377-4380, ISBN/ISSN: 978-1-4244-9566-5, doi: 10.1109/IGARSS.2010.5652586

C. PRATOLA, M. DEL GRECO, F. DEL FRATE, SCHIAVON G., D. SOLIMINI (2010). TOWARDS FULLY AUTOMATIC GENERATION OF LAND COVER MAPS FROM POLARIMETRIC AND METRIC-RESOLUTION SAR DATA. In: Proceedings of the 2010 IEEE International Geoscience and Remote Sensing Symposium. Honolulu, Hawaii, USA, July 25 - 30, 2010, p. 3102-3105, ISBN/ISSN: 978-1-4244-9565-8, doi: 10.1109/IGARSS.2010.5654038

F. DEL FRATE, G. LICCIARDI, SCHIAVON G., D. SOLIMINI (2010). Neural network architectures for classification of multi-temporal and multi-angle CHRIS-PROBA data. In: Proceedings of ESA HYPERSPECTRAL 2010 WORKSHOP. ESA-ESRIN, Frascati, Italy, March 2010

F. DEL FRATE, D. LOSCHIAVO, C. PRATOLA, SCHIAVON G., D. SOLIMINI (2010). Sub-urban landscape characterization by very-high resolution X-band COSMO SAR images: first results. In: Proceedings of SPIE 2010 REMOTE SENSING EUROPEAN SYMPOSIUM. Toulouse, France, Sept. 2010

F. DEL FRATE, M. PICCHIANI, SCHIAVON G., S. STRAMONDO (2010). Neural networks and SAR Interferometry for the caharacterization of seismic events. In: Proceedings of SPIE 2010 REMOTE SENSING EUROPEAN SYMPOSIUM. Toulouse, France, Sept. 2010

A. BURINI, SCHIAVON G., D. SOLIMINI (2010). Polarimetric radar observation of vineyards at C-Band. In: Proceedings of URSI MICROWAVE SIGNATURES 2010. Florence, Italy, 4-8 Oct., 2010

S. STRAMONDO, F. DEL FRATE, M. PICCHIANI, SCHIAVON G. (2010). An automatic neural network approach for retrieving seismic source parameters from INSAR data. In: Proceedings of ESC 2010. Montpellier, France, September 6-12, 2010

S. STRAMONDO, F. DEL FRATE, M. PICCHIANI, SCHIAVON G. (2011). Seismic Source Quantitative Parameters Retrieval from InSAR Data and Neural Networks. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 49; p. 96-104, ISSN: 0196-2892, doi: 10.1109/TGRS.2010.2050776

C. Pratola, F. Del Frate, SCHIAVON G., D. Solimini (2011). Characterizing land cover from X-band COSMO-SkyMed images by neural networks. In: Proceedings of URBAN 2011 Remote Sensing Joint Event

F. Del Frate, C. Pratola, SCHIAVON G., D. Solimini (2011). Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images. In: Proceedings of 2011 IEEE International Geoscience and Remote Sensing Symposium. Vancouver, BC, Canada, July 24-29, 2011, p. 3614-3617, ISBN/ISSN: 978-1-4577-1003-2, doi: 10.1109/IGARSS.2011.6050006

F. Del Frate, M. Picchiani, SCHIAVON G., S. Stramondo (2011). A new neural networks scheme for automatic seismic source analysis from DInSAR data. In: Proceedings of SPIE Conference on SAR Image Analysis, Modeling, and Techniques. Prague, Czech Republic, 21-22 September 2011, vol. 8179

Stramondo S, Del Frate F, Picchiani M, SCHIAVON G. (2011). Seismic source quantitative parameters retrieval from InSAR data and neural networks. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 49; p. 96-104, ISSN: 0196-2892, doi: 10.1109/TGRS.2010.2050776

C. Pratola, F. Del Frate, SCHIAVON G., D. Solimini (2011). Automatic Monitoring of Land Cover in Sub-urban Areas by X-Band VHR Cosmo-Skymed Imagery. In: Proceedings of 17th Ka and Broadband Communications, Navigation and Earth Observation Conference. Palermo, 3-5 October 2011

M. Picchiani, F. Del Frate, SCHIAVON G, S. Stramondo (2012). Features extraction from SAR interferograms for tectonic applications. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, ISSN: 1687-6172, doi: 10.1186/1687-6180-2012-155

C. Stewart, SCHIAVON G., R. Lasaponara (2012). Seasonal and yearly polarimetric time series analysis of Radarsat 2 quad pol data over the area around Rome. In: 2012 European Geosciences Union General Assembly. Vienna, 22-27 Aprile 2012

G.A. Licciardi, C. Pratola, F. Del Frate, Schiavon G, D. Solimini (2012). Fusion of RADARSAT-2 and COSMO-SkyMed polarimetric images to improve land cover classification. In: Proceedings of IGARSS 2012. p. 4978-4981, ISBN: 978-1-4673-1160-1, Munich, Germany, July 22-27, 2012, doi: 10.1109/IGARSS.2012.6352494

M. Penalver, C. Pratola, I. Fabrini, F. Del Frate, Schiavon G, D. Solimini (2012). Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms. In: Proceedings of IGARSS 2012. p. 5888-5891, ISBN: 978-1-4673-1160-1, Munich, Germany, July 22-27, 2012, doi: 10.1109/IGARSS.2012.6352269

Picchiani, M., Chini, M., Del Frate, F., Stramondo, S., Schiavon G (2012). Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network. In: Proceedings of IGARSS 2012. p. 2998-3001, ISBN: 978-1-4673-1160-1, Munich, Germany, 22-27 July 2012 doi: 10.1109/IGARSS.2012.6350795

C. Pratola, G.A. Licciardi, F. Del Frate, Schiavon G, D. Solimini (2012). Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. In: Proceedings of IGARSS 2012. p. 6793-6796, ISBN: 978-1-4673-1160-1, Munich, Germany, July 22-27, 2012, doi: 10.1109/IGARSS.2012.6352604

Licciardi, G., Avezzano, R.G., Del Frate, F., Schiavon G, Chanussot, J. (2012). Polarimetric SAR target decomposition based on nonlinear decorrelation. In: Proceedings of the 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS). p. 283-287, ISBN: 978-1-4673-2443-4, Napoli, 12-14 Sept. 2012, doi: 10.1109/TyWRRS.2012.6381143

C. Stewart, R. Lasaponara, Schiavon G (2012). Potential of quad pol C-band, single and dual pol L-band SAR to identify buried archaeological features. In: 3rd EARSeL Workshop on Remote Sensing for Archaeology and Cultural Heritage Management. Ghent, Belgium, September 19-22, 2012

C. Pratola, F. Del Frate, Schiavon G, D. Solimini (2013). Toward fully automatic detection of changes in suburban areas from VHR SAR images by combining multiple neural network models. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 51, Part: 1, p. 2055-2066 , ISSN: 0196-2892, doi: 10.1109/TGRS.2012.2236846

Sanò P., Casella D., Mugnai A., Schiavon G, Smith E.A., Tripoli G.J. (2013). Transitioning From CRD to CDRD in Bayesian Retrieval of Rainfall From Satellite Passive Microwave Measurements: Part 1. Algorithm Description and Testing. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, ISSN: 0196-2892, doi: 10.1109/TGRS.2012.2227332

A. Antonini, R. Benedetti, A. Ortolani, L. Rovai, SCHIAVON G. (2013). Water Vapor Probabilistic Retrieval using GNSS Signals. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, ISSN: 0196-2892, doi: 10.1109/TGRS.2013.2256363

R.G. Avezzano, G. Licciardi, F. Del Frate, G. Schiavon, J. Chanussot. (2013). NONLINEAR PCA BASED POL-SAR DECOMPOSITION, ACCEPTED for presentation at IGARSS 2013

F. Del Frate, C. Pratola, G. Schiavon, D. Solimini. (2013). NEURAL NETWORKS ENSEMBLE FOR AUTOMATIC DETECTION OF CHANGES FROM COSMO-SKYMED SAR IMAGES, ACCEPTED for presentation at IGARSS 2013

G.A. Giardino, G. Schiavon, D. Solimini. (2013)., AN APPROACH FOR IMPROVING BUILDING HEIGHT ESTIMATION FROM INTERFEROMETRIC SAR DATA, ACCEPTED for presentation at IGARSS 2013

M. Picchiani, F. Del Frate, G. Schiavon, S. Stramondo. (2013). COMPRESSION OF SAR INTERFEROGRAMS FOR PARAMETER RETRIEVAL USING NEURAL NETWORKS, ACCEPTED for presentation at IGARSS 2013