1. Università degli Studi di Roma Tor Vergata
Indietro

Giovanni Schiavon

Qualifica
ORDINARIO
Fonte dei dati: Archivio della Ricerca http://art.torvergata.it
  1. FASANO, L., Latini, D., Machidon, A., CLEMENTINI, C., SCHIAVON, G., & Del Frate, F. (2019). SAR Data Fusion Using Nonlinear Principal Component Analysis. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. Dettagli
  2. De Laurentiis, L., Pomente, A., Del Frate, F., & Schiavon, G. (2019). Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data. In Proceedings of SPIE - The International Society for Optical Engineering (pp.4). 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA : SPIE. Dettagli
  3. De Laurentiis, L., Latini, D., Del Frate, F., & Schiavon, G. (2018). Automatic procedure for coastline extraction exploiting full-pol SAR imagery and AANN-PCNN processing chain. In Proceedings of SPIE - The International Society for Optical Engineering (pp.35). SPIE. Dettagli
  4. Casati, G., Longhi, M., Latini, D., Carbone, F., Amendola, S., Del Frate, F., et al. (2017). The Interrogation Footprint of RFID-UAV: Electromagnetic Modeling and Experimentations. IEEE JOURNAL OF RADIO FREQUENCY IDENTIFICATION, 1(2), 155-162. Dettagli
  5. Carbone, F., Coletta, A., De Luca, G.F., Del Frate, F., Fasano, L., & Schiavon, G. (2016). Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery. In International Geoscience and Remote Sensing Symposium (IGARSS) (pp.3406-3409). 345 E 47TH ST, NEW YORK, NY 10017 USA : Institute of Electrical and Electronics Engineers Inc.. Dettagli
  6. Costantini, F., Antonios, M., Schiavon, G., & Francesco, S. (2016). Advanced InSAR techniques for deformation studies and for simulating the PS-assisted calibration procedure of Sentinel-1 data: case study from Thessaloniki (Greece), based on the Envisat/ASAR archive. INTERNATIONAL JOURNAL OF REMOTE SENSING, 37(4), 729-744. Dettagli
  7. Del Frate, F., Picchiani, M., Falasco, A., & Schiavon, G. (2016). Contextual descriptors and neural networks for scene analysis in VHR SAR images. In Proceedings of SPIE - The International Society for Optical Engineering (pp.1000304). 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA : SPIE. Dettagli
  8. Longhi, M., Casati, G., Latini, D., Carbone, F., Del Frate, F., Perrone, A., et al. (2016). RFIDrones: Preliminary Experiments and Electromagnetic Models. In XXI RINEM Riunione Nazionale di Elettromagnetismo (pp.172-175). Dettagli
  9. Mitraka, Z., Del Frate, F., & Schiavon, G. (2016). Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery. In International Geoscience and Remote Sensing Symposium (IGARSS) (pp.7014-7017). 345 E 47TH ST, NEW YORK, NY 10017 USA : Institute of Electrical and Electronics Engineers Inc.. Dettagli
  10. Stewart, C., Alfredo, R., Vincent, G., & Schiavon, G. (2016). Sentinel-1 bathymetry for North Sea palaeolandscape analysis. INTERNATIONAL JOURNAL OF REMOTE SENSING, 37(3), 471-491. Dettagli
  11. Antonini, A., Benedetti, R., Ortolani, A., Rovai, L., & Schiavon, G. (2014). Water Vapor Probabilistic Retrieval Using GNSS Signals. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 52(3), 1892-1900. Dettagli
  12. Avezzano, R.G., Laurin, G.V., Bacciu, V., Covello, F., Virelli, M., Del Frate, F., et al. (2014). Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study. In International Geoscience and Remote Sensing Symposium (IGARSS) (pp.1073-1076). Institute of Electrical and Electronics Engineers Inc.. Dettagli
  13. Del Frate, F., Latini, D., Picchiani, M., Schiavon, G., & Vittucci, C. (2014). A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture. In International Geoscience and Remote Sensing Symposium (IGARSS) (pp.1508-1511). Institute of Electrical and Electronics Engineers Inc.. Dettagli
  14. Laurenza, L., Bianco, S., Gai, M., Barbara, F., Schiavon, G., & Cortesi, U. (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 JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 7(2), 389-398. Dettagli
  15. Licciardi, G.A., Avezzano, R.G., Del Frate, F., Schiavon, G., & Chanussot, J. (2014). A novel approach to polarimetric SAR data processing based on Nonlinear PCA. PATTERN RECOGNITION, 47(5), 1953-1967. Dettagli
  16. Stewart, C., Lasaponara, R., & Schiavon, G. (2014). Multi-frequency, polarimetric SAR analysis for archaeological prospection. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 28(May 2014), 211-219. Dettagli
  17. Avezzano, R.G., Licciardi, G., Del Frate, F., Schiavon, G., & Chanussot, J. (2013). Nonlinear PCA based Polarimetric Decomposition. Paper presented at International Geoscience and Remote Sensing Symposium, Melbourne, Australia. Dettagli
  18. Del Frate, F., Pratola, C., Schiavon, G., & Solimini, D. (2013). Neural networks ensemble for automatic detection of changes from Cosmo-Skymed SAR images. Paper presented at International Geoscience and Remote Sensing Symposium, Melbourne. Dettagli
  19. Picchiani, M., Del Frate, F., Schiavon, G., & Stramondo, S. (2013). Compression of SAR interferograms for parameter retrieval using neural networks. Paper presented at IGARSS 2013 International geoscience and remote sensing symposium, Melbourne, Australia. Dettagli
  20. Pratola, C., Del Frate, F., Schiavon, G., & Solimini, D. (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, 51(4), 2055-2066. Dettagli
  21. RG Avezzano, R.G., Del Frate, F., & Schiavon, G. (2013). Combining polarimetric and contextual information using autoassociative neural networks. In Proceedings of SPIE 8891, SAR Image Analysis, Modeling, and Techniques XIII, 88910J. Dettagli
  22. Sanò, P., Casella, D., Mugnai, A., Schiavon, G., Smith, E., & Tripoli, G. (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, 51(7), 4119-4143. Dettagli
  23. Licciardi, G.A., Avezzano, R.G., Del Frate, F., Schiavon, G., & Chanussot, J. (2012). Polarimetric SAR target decomposition based on nonlinear decorrelation. In Workshop on Advances in Radar and Remote Sensing (TyWRRS), 2012 Tyrrhenian (pp.283-287). Dettagli
  24. Licciardi, G.A., Pratola, C., Del Frate, F., Schiavon G, ., & Solimini, D. (2012). Fusion of RADARSAT-2 and COSMO-SkyMed polarimetric images to improve land cover classification. In IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2012 (pp.4978-4981). Dettagli
  25. Penalver, M., Pratola, C., Fabrini, I., Del Frate, F., Schiavon, G., & Solimini, D. (2012). Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms. In Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International (pp.5888-5891). Dettagli
  26. 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 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2012 (pp.2998-3001). Dettagli
  27. Picchiani, M., Del Frate, F., Schiavon, G., & Stramondo, S. (2012). Advances in automatic inversion of seismic source parameters from InSAR data. In Proceedings 2012 IEEE GOLD Remote Sensing Conference. IEEE. Dettagli
  28. Picchiani, M., Del Frate, F., Schiavon, G., & Stramondo, S. (2012). Features extraction from SAR interferograms for tectonic applications. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING(articolo n. 155). Dettagli
  29. Pratola, C., Licciardi, G.A., Del Frate, F., Schiavon, G., & Solimini, D. (2012). Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. In IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2012 (pp.6793-6796). Dettagli
  30. Stewart, C., Lasaponara, R., & 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 (pp.--). Dettagli
  31. Stewart, C., Schiavon, G., & Lasaponara, R. (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 (pp.--). Dettagli
  32. Del Frate, F., Picchiani, M., Schiavon, G., Stramondo, S., Chini, M., & Bignami, C. (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. SPIE-INT. Dettagli
  33. Del Frate, F., Pratola, C., Schiavon, G., & Solimini, D. (2011). Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images. In IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2011 (pp.3614-3617). IEEE. Dettagli
  34. Pratola, C., Del Frate, F., Schiavon, G., & Solimini, D. (2011). Automatic monitoring of land cover in sub-urban areas by X-Band VHR cosmo-skymed imagery. Paper presented at Ka and Broadband Communications, Navigation and Earth Observation Conference, Palermo. Dettagli
  35. Pratola, C., Del Frate, F., Schiavon, G., & Solimini, D. (2011). Characterizing land cover from X-band COSMO-SkyMed images by neural networks. In Proceedings of URBAN 2011 Remote Sensing Joint Event. IEEE. Dettagli
  36. 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, 49(1), 96-104. Dettagli
  37. Burini, A., Schiavon, G., & Solimini, D. (2010). Polarimetric radar observation of vineyards at C-Band. In Proceedings of URSI microwave signatures 2010. Dettagli
  38. Del Frate F, Loschiavo, D., Pratola, C., Schiavon, G., & Solimini D (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. Dettagli
  39. Del Frate, F., Licciardi, G., SCHIAVON, G., & Solimini, D. (2010). Neural network architectures for classification of multi-temporal and multi-angle CHRIS-PROBA data. In Proceedings of ESA hyperspectral 2010 Workshop. Dettagli
  40. Del Frate, F., Picchiani, M., Schiavon, G., & Stramondo, S. (2010). Neural networks and SAR Interferometry for the characterization of seismic events. In Proceedings of SPIE 2010 remote sensing european symposium;. The International Society for Optical Engineering. Dettagli
  41. Licciardi, G., Del Frate, F., Schiavon, G., & Solimini, D. (2010). Dimensionality reduction of hyperspectral data: assessing the performance of autoassociative neural networks. In IEEE international geoscience and remote sensing symposium (IGARSS), 2010 (pp.4377-4380). Dettagli
  42. Pratola, C., Del Greco, M., Del Frate, F., Schiavon, G., & Solimini, D. (2010). Towards fully automatic generation of land cover maps from polarimetric and metric-resolution sar data. In 2010 IEEE International geoscience and remote sensing symposium (IGARSS) (pp.3102-3105). Dettagli
  43. Stramondo, S., Del Frate, F., Picchiani, M., & Schiavon, G. (2010). An automatic neural network approach for retrieving seismic source parameters from INSAR data. In Proceedings of ESC 2010. Dettagli
  44. Stramondo, S., Del Frate, F., Picchiani, M., & Schiavon, G. (2009). Use of neural networks and SAR interferometry for the automatic retrieval of tectonic parameters. In International geoscience and remote sensing symposium (IGARSS 2009) (pp.III220-III223). Dettagli
  45. Del Frate, F., Schiavon, G., & Stramondo, S. (2008). Automatic retrieval of tectonic parameters with neural networks and sar interferometry: An assessment with experimental data. In IEEE International geoscience and remote sensing symposium, 2008. IGARSS 2008. (pp.III - 534-III - 537). Dettagli
  46. Merryman Boncori, J.P., & Schiavon, G. (2008). Signal Processing Issues for the Exploitation of Pulse-to-Pulse Encoding SAR Transponders. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 46(4), 1048-1057. Dettagli
  47. Burini, A., Putignano, C., Del Frate, F., Del Greco, M., Schiavon, G., & Solimini, D. (2007). A neural approach to unsupervised classification of very-high resolution polarimetric SAR data. In IEEE International geoscience and remote sensing symposium, 2007. IGARSS 2007. (pp.4164-4166). Dettagli
  48. Del Frate, F., Pacifici, F., Schiavon, G., & Solimini, C. (2007). Use of neural networks for automatic classification from high-resolution images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 45(4), 800-809. Dettagli
  49. Schiavon, G., Solimini, D., & Burini, A. (2007). Sensitivity of multi-temporal high resolution Polarimetric C and L-band SAR to grapes in vineyards. In IEEE International geoscience and remote sensing symposium IGARSS 2007 (pp.3651-3654). Dettagli
  50. Putignano, C., Schiavon, G., Solimini, D., & Trisasongko, B. (2006). Self-organizing neural networks for unsupervised classification of Polarimetric SAR data on complex landscapes. In IEEE International conference on geoscience and remote sensing symposium, 2006. IGARSS 2006. (pp.504-506). Dettagli
  51. Costantini, M., Minati, F., Quagliarini, A., & Schiavon, G. (2004). SAR interferometric baseline calibration without need of phase unwrapping. In IEEE International conference on geoscience and remote sensing symposium 2004. IGARSS '04. Proceedings (pp.493-495). Dettagli
  52. Del Frate, F., Schiavon, G., & Solimini, C. (2004). Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas. In IEEE International geoscience and remote sensing symposium, 2004. IGARSS '04. Proceedings. (pp.1091-1094). Dettagli