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Gabriele Moser
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Partially supervised classification of remote sensing images through SVM-based probability density estimation
P Mantero, G Moser, SB Serpico
IEEE Transactions on geoscience and remote sensing 43 (3), 559-570, 2005
4022005
Multimodal classification of remote sensing images: A review and future directions
L Gómez-Chova, D Tuia, G Moser, G Camps-Valls
Proceedings of the IEEE 103 (9), 1560-1584, 2015
3962015
Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery
G Moser, SB Serpico
IEEE Transactions on Geoscience and Remote sensing 44 (10), 2972-2982, 2006
3912006
New frontiers in spectral-spatial hyperspectral image classification: The latest advances based on mathematical morphology, Markov random fields, segmentation, sparse …
P Ghamisi, E Maggiori, S Li, R Souza, Y Tarablaka, G Moser, A De Giorgi, ...
IEEE geoscience and remote sensing magazine 6 (3), 10-43, 2018
3042018
Land-cover mapping by Markov modeling of spatial–contextual information in very-high-resolution remote sensing images
G Moser, SB Serpico, JA Benediktsson
Proceedings of the IEEE 101 (3), 631-651, 2012
2722012
Processing of multiresolution thermal hyperspectral and digital color data: Outcome of the 2014 IEEE GRSS data fusion contest
W Liao, X Huang, F Van Coillie, S Gautama, A Pižurica, W Philips, H Liu, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
2392015
Combining support vector machines and Markov random fields in an integrated framework for contextual image classification
G Moser, SB Serpico
IEEE Transactions on Geoscience and Remote Sensing 51 (5), 2734-2752, 2012
2132012
Conditional copulas for change detection in heterogeneous remote sensing images
G Mercier, G Moser, SB Serpico
IEEE Transactions on Geoscience and Remote Sensing 46 (5), 1428-1441, 2008
2072008
SAR amplitude probability density function estimation based on a generalized Gaussian model
G Moser, J Zerubia, SB Serpico
IEEE transactions on image processing 15 (6), 1429-1442, 2006
1932006
Extraction of spectral channels from hyperspectral images for classification purposes
SB Serpico, G Moser
IEEE transactions on geoscience and remote sensing 45 (2), 484-495, 2007
1912007
Unsupervised change-detection methods for remote-sensing images
F Melgani, G Moser, SB Serpico
Optical Engineering 41 (12), 3288-3297, 2002
1802002
Dictionary-based stochastic expectation-maximization for SAR amplitude probability density function estimation
G Moser, J Zerubia, SB Serpico
IEEE Transactions on Geoscience and Remote Sensing 44 (1), 188-200, 2005
1462005
Open data for global multimodal land use classification: Outcome of the 2017 IEEE GRSS data fusion contest
N Yokoya, P Ghamisi, J Xia, S Sukhanov, R Heremans, I Tankoyeu, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
1352018
Unsupervised change detection from multichannel SAR data by Markovian data fusion
G Moser, SB Serpico
IEEE Transactions on Geoscience and Remote Sensing 47 (7), 2114-2128, 2009
1272009
Processing of extremely high-resolution Lidar and RGB data: outcome of the 2015 IEEE GRSS data fusion contest–part a: 2-D contest
M Campos-Taberner, A Romero-Soriano, C Gatta, G Camps-Valls, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
1202016
On the method of logarithmic cumulants for parametric probability density function estimation
VA Krylov, G Moser, SB Serpico, J Zerubia
IEEE Transactions on Image Processing 22 (10), 3791-3806, 2013
1162013
Unsupervised image regression for heterogeneous change detection
LT Luppino, FM Bianchi, G Moser, SN Anfinsen
arXiv preprint arXiv:1909.05948, 2019
982019
Comparison of feature reduction techniques for classification of hyperspectral remote-sensing data
SB Serpico, M D'Inca, F Melgani, G Moser
Image and Signal Processing for Remote Sensing VIII 4885, 347-358, 2003
972003
Polarimetric SAR change detection with the complex Hotelling–Lawley trace statistic
V Akbari, SN Anfinsen, AP Doulgeris, T Eltoft, G Moser, SB Serpico
IEEE Transactions on Geoscience and Remote Sensing 54 (7), 3953-3966, 2016
952016
Classification of very high resolution SAR images of urban areas using copulas and texture in a hierarchical Markov random field model
A Voisin, VA Krylov, G Moser, SB Serpico, J Zerubia
IEEE Geoscience and Remote Sensing Letters 10 (1), 96-100, 2012
882012
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