| TOR VERGATA EARTH OBSERVATION LABORATORY RESEARCH ON |
| HYPERSPECTRAL IMAGES AND LAND COVER CLASSIFICATION |
| Automatic buildings extraction from hyperspectral data and its application to urban thermography |
| Autoassociative Neural Networks for Features Reduction of Hyper-Spectral Data |
| CHRIS Proba Images for Land Use Products (with audio) |
| Hyperspectral and multi-angle CHRIS PROBA images for the generation of land cover maps (presentation) |
| Hyperspectral and Multiangle CHRIS–PROBA Images for the Generation of Land Cover Maps (paper) |
| TEO LAB PUBLICATIONS |
| R.
Duca, F. Del Frate, "From multi-spectral to hyper-spectral
imagery: a quantitative analysis of the improvements in terms of land cover
classification", IGARSS'08, Boston, MA, U.S.A., Jul. 2008. F. Del Frate, R. Duca, "Feature extraction potentialities of Multi-Angle CHRIS Proba Imagery", Image Information Mining ESA-EUSC 2008, ESRIN, Frascati, Italy, March 2008. F. Pacifici, F. Del Frate, C. Solimini, W. J. Emery, "Neural Networks for Land Cover Applications", in Computational Intelligence for Remote Sensing, Manuel Grana, Richard Duro, Eds., Studies in Computational Intelligence, Spinger, in press (2008). A. Burini, C. Putignano, Del Frate F., M. Del Greco, G. Schiavon, D. Solimini, "A neural approach for unsupervised classification of very-high resolution polarimetric SAR data", IGARSS'07, Barcelona, Spain, July 2007. C. Putignano, F. Del Frate, G. Licciardi, G. Schiavon, D. Solimini, "Multi-temporal SAR images at X-band: scattering features and potential in land cover classification", IGARSS'07, Barcelona, Spain, July 2007. F. Del Frate, R. Duca, D. Solimini, "Use of CHRIS-PROBA images for land cover products'', IGARSS'07, Barcelona, Spain, July 2007. F. Del Frate, R. Duca, D. Solimini, "The potential of hyperspectral and multi-angle CHRIS/PROBA images in vegetation identification and monitoring'', ENVISAT Symposium 2007, Montreux, Switzerland, April 2007. F. Del Frate, M. Del Greco, G. Schiavon, D. Solimini, C. Putignano. "Self-organizing maps of polarimetric SAR imagery'', 3rd International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, ESA/ESRIN, Frascati, Italy, Jan. 2007. F. Del Frate, M. Del Greco, C. Putignano, D. Solimini, "Unsupervised classification of polarimetric SAR imagery by self-organizing neural networks'', ESA-EUSC 2006: Image Information Mining for Security and Intelligence, Madrid, Spain, Nov. 2006. F. Del Frate, A. Burini, A. Minchella, G. Schiavon, D. Solimini, R. Bianchi, L. Fusco, R. Horn, “Multi-temporal high-resolution polarimetric L-band SAR observation of a wine-producing landscape”, IGARSS'06, Denver, U.S.A., Jul.-Aug. 2006. F. Del Frate, F. Pacifici, C. Solimini, W. J. Emery, “Urban Change Detection by Using Neural Networks Algorithms and High Resolution Optical Satellite Imagery”, IGARSS'06, Denver, U.S.A., Jul.-Aug. 2006. C. Putignano, G. Schiavon, C. Solimini, “Self-organizing neural networks for unsupervised classification of polarimetric SAR data on complex landscapes”, IGARSS'06, Denver, U.S.A., Jul.-Aug. 2006. C. Putignano, G. Schiavon, D. Solimini, B. Trisasongko, "Unsupervised classification of a Central Italy landscape by polarimetric L-band SAR data", IGARSS'05, Seoul, Korea, July 2005. S. Baronti, F. Del Frate, P. Ferrazzoli, S. Paloscia, P. Pampaloni, G. Schiavon, "SAR polarimetric features of agricultural areas", Int. J. of Remote Sensing, vol. 16, no. 14, pp. 2639-2656, 1995. |
earth observation laboratory- additional earth observation publications