Lorenzo Bruzzone
Lorenzo Bruzzone
Professor of Telecommunications, University of Trento
Verified email at ing.unitn.it - Homepage
TitleCited byYear
Classification of hyperspectral remote sensing images with support vector machines
F Melgani, L Bruzzone
IEEE Transactions on geoscience and remote sensing 42 (8), 1778-1790, 2004
25552004
Review ArticleDigital change detection methods in ecosystem monitoring: a review
P Coppin, I Jonckheere, K Nackaerts, B Muys, E Lambin
International journal of remote sensing 25 (9), 1565-1596, 2004
20872004
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
12902009
Kernel-based methods for hyperspectral image classification
G Camps-Valls, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 43 (6), 1351-1362, 2005
12202005
Automatic analysis of the difference image for unsupervised change detection
L Bruzzone, DF Prieto
IEEE Transactions on Geoscience and Remote sensing 38 (3), 1171-1182, 2000
11212000
An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images
Y Bazi, L Bruzzone, F Melgani
IEEE Transactions on Geoscience and Remote Sensing 43 (4), 874-887, 2005
6082005
ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features
A Mognon, J Jovicich, L Bruzzone, M Buiatti
Psychophysiology 48 (2), 229-240, 2011
5752011
Morphological attribute profiles for the analysis of very high resolution images
M Dalla Mura, JA Benediktsson, B Waske, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 48 (10), 3747-3762, 2010
5202010
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
5082006
Fusion of hyperspectral and LIDAR remote sensing data for classification of complex forest areas
M Dalponte, L Bruzzone, D Gianelle
IEEE Transactions on Geoscience and Remote Sensing 46 (5), 1416-1427, 2008
4392008
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
4302009
An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images
L Bruzzone, DF Prieto
IEEE Transactions on image processing 11 (4), 452-466, 2002
4222002
Image fusion techniques for remote sensing applications
G Simone, A Farina, FC Morabito, SB Serpico, L Bruzzone
Information fusion 3 (1), 3-15, 2002
4072002
A multilevel context-based system for classification of very high spatial resolution images
L Bruzzone, L Carlin
IEEE transactions on Geoscience and Remote Sensing 44 (9), 2587-2600, 2006
4042006
Advances in hyperspectral image classification: Earth monitoring with statistical learning methods
G Camps-Valls, D Tuia, L Bruzzone, JA Benediktsson
IEEE signal processing magazine 31 (1), 45-54, 2013
3882013
Kernel methods for remote sensing data analysis
G Camps-Valls, L Bruzzone
John Wiley & Sons, 2009
3562009
A new search algorithm for feature selection in hyperspectral remote sensing images
SB Serpico, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 39 (7), 1360-1367, 2001
3482001
Classification of hyperspectral images with regularized linear discriminant analysis
TV Bandos, L Bruzzone, G Camps-Valls
IEEE Transactions on Geoscience and Remote Sensing 47 (3), 862-873, 2009
3352009
A detail-preserving scale-driven approach to change detection in multitemporal SAR images
F Bovolo, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 43 (12), 2963-2972, 2005
3342005
Earthquake damage assessment of buildings using VHR optical and SAR imagery
D Brunner, G Lemoine, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 48 (5), 2403-2420, 2010
3302010
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Articles 1–20