TOR VERGATA EARTH OBSERVATION LABORATORY RESEARCH ON
HIGH RESOLUTION IMAGES AND LAND COVER CLASSIFICATION

A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification
Wavenumber Spectra of High Resolution Optical Images for Characterizing Urban Features
Urban Land-Use Multi-Scale Textural Analysis
Use of Neural Networks for Automatic Classification From High-Resolution Images
 
TEO LAB PUBLICATIONS
D. Tuia, F. Pacifici, A. Pozdnoukhov, C. Kaiser, D. Solimini, W.J. Emery, "Very-high resolution image classification using morphological operators and SVM", IGARSS'08, Boston, MA, U.S.A., Jul. 2008.
D. Tuia, F. Ratle, F. Pacifici, A. Pozdnoukhov, M. Kanevski, F. Del Frate, D. Solimini, W.J. Emery, "Active learning of very-high resolution optical imagery with SVMs", IGARSS'08, Boston, MA, U.S.A., Jul. 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.

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