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Mattia Marconcini
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Recent advances in techniques for hyperspectral image processing
A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ...
Remote sensing of environment 113, S110-S122, 2009
18142009
Domain adaptation problems: A DASVM classification technique and a circular validation strategy
L Bruzzone, M Marconcini
IEEE transactions on pattern analysis and machine intelligence 32 (5), 770-787, 2009
7042009
A novel transductive SVM for semisupervised classification of remote-sensing images
L Bruzzone, M Chi, M Marconcini
IEEE Transactions on Geoscience and Remote Sensing 44 (11), 3363-3373, 2006
6822006
Breaking new ground in mapping human settlements from space–The Global Urban Footprint
T Esch, W Heldens, A Hirner, M Keil, M Marconcini, A Roth, J Zeidler, ...
ISPRS Journal of Photogrammetry and Remote Sensing 134, 30-42, 2017
3622017
Urban footprint processor—Fully automated processing chain generating settlement masks from global data of the TanDEM-X mission
T Esch, M Marconcini, A Felbier, A Roth, W Heldens, M Huber, ...
IEEE Geoscience and Remote Sensing Letters 10 (6), 1617-1621, 2013
3182013
A novel approach to unsupervised change detection based on a semisupervised SVM and a similarity measure
F Bovolo, L Bruzzone, M Marconcini
IEEE Transactions on Geoscience and Remote Sensing 46 (7), 2070-2082, 2008
2932008
An advanced system for the automatic classification of multitemporal SAR images
L Bruzzone, M Marconcini, U Wegmuller, A Wiesmann
IEEE Transactions on Geoscience and Remote Sensing 42 (6), 1321-1334, 2004
2342004
Outlining where humans live, the World Settlement Footprint 2015
M Marconcini, A Metz-Marconcini, S Üreyen, D Palacios-Lopez, W Hanke, ...
Scientific Data 7 (1), 242, 2020
1952020
New dimensions of urban landscapes: The spatio-temporal evolution from a polynuclei area to a mega-region based on remote sensing data
H Taubenböck, M Wiesner, A Felbier, M Marconcini, T Esch, S Dech
Applied Geography 47, 137-153, 2014
1832014
Normalized Difference Flood Index for rapid flood mapping: Taking advantage of EO big data
F Cian, M Marconcini, P Ceccato
Remote Sensing of Environment 209, 712-730, 2018
1782018
A composite semisupervised SVM for classification of hyperspectral images
M Marconcini, G Camps-Valls, L Bruzzone
IEEE Geoscience and Remote Sensing Letters 6 (2), 234-238, 2009
1632009
Toward the automatic updating of land-cover maps by a domain-adaptation SVM classifier and a circular validation strategy
L Bruzzone, M Marconcini
IEEE Transactions on Geoscience and Remote Sensing 47 (4), 1108-1122, 2009
1342009
Estimation of seismic building structural types using multi-sensor remote sensing and machine learning techniques
C Geiß, PA Pelizari, M Marconcini, W Sengara, M Edwards, T Lakes, ...
ISPRS journal of photogrammetry and remote sensing 104, 175-188, 2015
1132015
Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland
T Esch, A Metz, M Marconcini, M Keil
International Journal of Applied Earth Observation and Geoinformation 28 …, 2014
962014
Where we live—A summary of the achievements and planned evolution of the global urban footprint
T Esch, F Bachofer, W Heldens, A Hirner, M Marconcini, ...
Remote Sensing 10 (6), 895, 2018
892018
Urban energy exchanges monitoring from space
N Chrysoulakis, S Grimmond, C Feigenwinter, F Lindberg, ...
Scientific reports 8 (1), 11498, 2018
842018
Dimensioning urbanization–An advanced procedure for characterizing human settlement properties and patterns using spatial network analysis
T Esch, M Marconcini, D Marmanis, J Zeidler, S Elsayed, A Metz, A Müller, ...
Applied Geography 55, 212-228, 2014
842014
World Settlement Footprint 3D-A first three-dimensional survey of the global building stock
T Esch, E Brzoska, S Dech, B Leutner, D Palacios-Lopez, ...
Remote Sensing of Environment 270, 112877, 2022
782022
Flood depth estimation by means of high-resolution SAR images and lidar data
F Cian, M Marconcini, P Ceccato, C Giupponi
Natural Hazards and Earth System Sciences 18 (11), 3063-3084, 2018
692018
A conceptual list of indicators for urban planning and management based on earth observation
N Chrysoulakis, C Feigenwinter, D Triantakonstantis, I Penyevskiy, A Tal, ...
ISPRS International Journal of Geo-Information 3 (3), 980-1002, 2014
652014
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