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 | 419 | 2015 |
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 | 405 | 2005 |
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 | 397 | 2006 |
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 | 320 | 2018 |
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 | 274 | 2012 |
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 | 237 | 2015 |
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 | 214 | 2012 |
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 | 213 | 2008 |
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 | 196 | 2006 |
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 | 190 | 2007 |
Unsupervised change-detection methods for remote-sensing images F Melgani, G Moser, SB Serpico Optical Engineering 41 (12), 3288-3297, 2002 | 178 | 2002 |
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 | 146 | 2005 |
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 | 144 | 2018 |
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 | 127 | 2009 |
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 | 124 | 2016 |
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 | 116 | 2013 |
Unsupervised image regression for heterogeneous change detection LT Luppino, FM Bianchi, G Moser, SN Anfinsen arXiv preprint arXiv:1909.05948, 2019 | 112 | 2019 |
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 | 100 | 2016 |
Deep image translation with an affinity-based change prior for unsupervised multimodal change detection LT Luppino, M Kampffmeyer, FM Bianchi, G Moser, SB Serpico, ... IEEE Transactions on Geoscience and Remote Sensing 60, 1-22, 2021 | 97 | 2021 |
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 | 94 | 2003 |