Mattia Marconcini
TitleCited byYear
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
13182009
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
5202006
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
4362009
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
1852004
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
1732008
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
1592013
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
1162009
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
1122014
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
1042009
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
722017
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
542015
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
492014
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
422014
Semi-supervised SVM for individual tree crown species classification
M Dalponte, LT Ene, M Marconcini, T Gobakken, E Næsset
ISPRS journal of photogrammetry and remote sensing 110, 77-87, 2015
312015
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
312014
An automatic system for the analysis and classification of human atrial fibrillation patterns from intracardiac electrograms
G Nollo, M Marconcini, L Faes, F Bovolo, F Ravelli, L Bruzzone
IEEE Transactions on Biomedical Engineering 55 (9), 2275-2285, 2008
312008
Targeted land-cover classification
M Marconcini, D Fernández-Prieto, T Buchholz
IEEE Transactions on Geoscience and Remote Sensing 52 (7), 4173-4193, 2013
262013
Semisupervised support vector machines for classification of hyperspectral remote sensing images
L Bruzzone, M Chi, M Marconcini
Hyperspectral Data Exploitation: Theory and Applications, 275-311, 2007
262007
A novel context-sensitive SVM for classification of remote sensing images
F Bovolo, L Bruzzone, M Marconcini, C Persello
University of Trento, 2006
252006
A novel partially supervised approach to targeted change detection
D Fernàndez-Prieto, M Marconcini
IEEE Transactions on Geoscience and Remote Sensing 49 (12), 5016-5038, 2011
242011
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Articles 1–20