Gabriele Cavallaro
Title
Cited by
Cited by
Year
Automatic framework for spectral–spatial classification based on supervised feature extraction and morphological attribute profiles
P Ghamisi, JA Benediktsson, G Cavallaro, A Plaza
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
962014
On understanding big data impacts in remotely sensed image classification using support vector machine methods
G Cavallaro, M Riedel, M Richerzhagen, JA Benediktsson, A Plaza
IEEE journal of selected topics in applied earth observations and remote …, 2015
722015
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images
G Cavallaro, M Dalla Mura, JA Benediktsson, L Bruzzone
IEEE, 2015
342015
Automatic attribute profiles
G Cavallaro, N Falco, M Dalla Mura, JA Benediktsson
IEEE transactions on image processing 26 (4), 1859-1872, 2017
292017
Remote sensing image classification using attribute filters defined over the tree of shapes
G Cavallaro, M Dalla Mura, JA Benediktsson, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 54 (7), 3899-3911, 2016
282016
Smart data analytics methods for remote sensing applications
G Cavallaro, M Riedel, JA Benediktsson, M Goetz, T Runarsson, ...
2014 IEEE geoscience and remote sensing symposium, 1405-1408, 2014
172014
A comparison of self-dual attribute profiles based on different filter rules for classification
G Cavallaro, M Dalla Mura, JA Benediktsson, L Bruzzone
2014 IEEE Geoscience and Remote Sensing Symposium, 1265-1268, 2014
152014
On scalable data mining techniques for earth science
M Götz, M Richerzhagen, C Bodenstein, G Cavallaro, P Glock, M Riedel, ...
Procedia computer science 51, 2188-2197, 2015
142015
Automatic threshold selection for profiles of attribute filters based on granulometric characteristic functions
G Cavallaro, N Falco, M Dalla Mura, L Bruzzone, JA Benediktsson
International Symposium on Mathematical Morphology and Its Applications to …, 2015
112015
Remote sensing data fusion: Markov models and mathematical morphology for multisensor, multiresolution, and multiscale image classification
JA Benediktsson, G Cavallaro, N Falco, I Hedhli, VA Krylov, G Moser, ...
Mathematical Models for Remote Sensing Image Processing, 277-323, 2018
102018
The influence of sampling methods on pixel-wise hyperspectral image classification with 3d convolutional neural networks
J Lange, G Cavallaro, M Götz, E Erlingsson, M Riedel
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
92018
Remote sensing big data classification with high performance distributed deep learning
R Sedona, G Cavallaro, J Jitsev, A Strube, M Riedel, JA Benediktsson
Remote Sensing 11 (24), 3056, 2019
72019
Parallel computation of component trees on distributed memory machines
M Götz, G Cavallaro, T Geraud, M Book, M Riedel
IEEE Transactions on Parallel and Distributed Systems 29 (11), 2582-2598, 2018
72018
Cloud deep networks for hyperspectral image analysis
JM Haut, JA Gallardo, ME Paoletti, G Cavallaro, J Plaza, A Plaza, ...
IEEE Transactions on Geoscience and Remote Sensing 57 (12), 9832-9848, 2019
52019
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis
N Falco, G Cavallaro, PR Marpu, JA Benediktsson
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
52016
Scalable developments for big data analytics in remote sensing
G Cavallaro, M Riedel, C Bodenstein, P Glock, M Richerzhagen, M Goetz, ...
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
52015
On parallel and scalable classification and clustering techniques for earth science datasets
M Goetz, M Riedel
6th Workshop on Data Mining in Earth System Science, International …, 2015
42015
Region-based classification of remote sensing images with the morphological tree of shapes
G Cavallaro, M Dalla Mura, E Carlinet, T Géraud, N Falco, ...
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
32016
An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia
P Ghamisi, D Wu, G Cavallaro, JA Benediktsson, S Phinn, N Falco
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
32015
Automated Analysis of remotely sensed images using the UNICORE workflow management system
S Memon, G Cavallaro, B Hagemeier, M Riedel, H Neukirchen
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
22018
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Articles 1–20