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Gabriele Cavallaro
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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
1162014
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
1072015
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images
G Cavallaro, M Dalla Mura, JA Benediktsson, L Bruzzone
IEEE, 2015
402015
Automatic attribute profiles
G Cavallaro, N Falco, M Dalla Mura, JA Benediktsson
IEEE transactions on image processing 26 (4), 1859-1872, 2017
382017
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
332016
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
252019
Approaching remote sensing image classification with ensembles of support vector machines on the d-wave quantum annealer
G Cavallaro, D Willsch, M Willsch, K Michielsen, M Riedel
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
212020
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
202019
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
202018
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
182014
Parallel computation of component trees on distributed memory machines
M Götz, G Cavallaro, T Géraud, M Book, M Riedel
IEEE transactions on parallel and distributed systems 29 (11), 2582-2598, 2018
172018
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
172015
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
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
142018
Automatic threshold selection for profiles of attribute filters based on granulometric characteristic functions
G Cavallaro, N Falco, MD Mura, L Bruzzone, JA Benediktsson
International Symposium on Mathematical Morphology and Its Applications to …, 2015
132015
Super-resolution of large volumes of Sentinel-2 images with high performance distributed deep learning
R Zhang, G Cavallaro, J Jitsev
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
92020
Scalable developments for big data analytics in remote sensing
G Cavallaro, M Riedel, C Bodenstein, P Glock, M Richerzhagen, M Götz, ...
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
92015
Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification
A Delilbasic, G Cavallaro, M Willsch, F Melgani, M Riedel, K Michielsen
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2608 …, 2021
82021
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
72016
Scaling up a Multispectral RESNET-50 to 128 GPUs
R Sedona, G Cavallaro, J Jitsev, A Strube, M Riedel, M Book
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
62020
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Articles 1–20