Composite kernels for hyperspectral image classification G Camps-Valls, L Gomez-Chova, J Muñoz-Marí, J Vila-Francés, ... IEEE geoscience and remote sensing letters 3 (1), 93-97, 2006 | 1243 | 2006 |
Inferring causation from time series in Earth system sciences J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ... Nature communications 10 (1), 2553, 2019 | 707 | 2019 |
Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties–A review J Verrelst, G Camps-Valls, J Muñoz-Marí, JP Rivera, F Veroustraete, ... ISPRS Journal of Photogrammetry and Remote Sensing 108, 273-290, 2015 | 671 | 2015 |
A survey of active learning algorithms for supervised remote sensing image classification D Tuia, M Volpi, L Copa, M Kanevski, J Munoz-Mari IEEE Journal of Selected Topics in Signal Processing 5 (3), 606-617, 2011 | 612 | 2011 |
Kernel-based framework for multitemporal and multisource remote sensing data classification and change detection G Camps-Valls, L Gómez-Chova, J Muñoz-Marí, JL Rojo-Alvarez, ... Geoscience and Remote Sensing, IEEE Transactions on 46 (6), 1822-1835, 2008 | 427 | 2008 |
Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods–A comparison J Verrelst, JP Rivera, F Veroustraete, J Muñoz-Marí, JGPW Clevers, ... ISPRS Journal of Photogrammetry and Remote Sensing 108, 260-272, 2015 | 351 | 2015 |
Semisupervised one-class support vector machines for classification of remote sensing data J Mũnoz-Marí, F Bovolo, L Gómez-Chova, L Bruzzone, G Camp-Valls IEEE transactions on geoscience and remote sensing 48 (8), 3188-3197, 2010 | 308 | 2010 |
Semisupervised image classification with Laplacian support vector machines L Gómez-Chova, G Camps-Valls, J Muñoz-Marí, J Calpe Geoscience and Remote Sensing Letters, IEEE 5 (3), 336-340, 2008 | 299 | 2008 |
A unified vegetation index for quantifying the terrestrial biosphere G Camps-Valls, M Campos-Taberner, Á Moreno-Martínez, S Walther, ... Science Advances 7 (9), eabc7447, 2021 | 259 | 2021 |
A survey on Gaussian processes for earth-observation data analysis: A comprehensive investigation G Camps-Valls, J Verrelst, J Munoz-Mari, V Laparra, F Mateo-Jimenez, ... IEEE Geoscience and Remote Sensing Magazine 4 (2), 58-78, 2016 | 234 | 2016 |
A support vector domain description approach to supervised classification of remote sensing images J Muñoz-Marí, L Bruzzone, G Camps-Valls IEEE Transactions on Geoscience and Remote Sensing 45 (8), 2683-2692, 2007 | 210 | 2007 |
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources S Salcedo-Sanz, P Ghamisi, M Piles, M Werner, L Cuadra, ... Information Fusion 63, 256-272, 2020 | 171 | 2020 |
Toward a semiautomatic machine learning retrieval of biophysical parameters JPR Caicedo, J Verrelst, J Muñoz-Marí, J Moreno, G Camps-Valls IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 152 | 2014 |
Multitemporal cloud masking in the Google Earth Engine G Mateo-García, L Gómez-Chova, J Amorós-López, J Muñoz-Marí, ... Remote Sensing 10 (7), 1079, 2018 | 137 | 2018 |
Retrieval of oceanic chlorophyll concentration with relevance vector machines G Camps-Valls, L Gómez-Chova, J Muñoz-Marí, J Vila-Francés, ... Remote Sensing of Environment 105 (1), 23-33, 2006 | 135 | 2006 |
On the impact of lossy compression on hyperspectral image classification and unmixing F García-Vílchez, J Muñoz-Marí, M Zortea, I Blanes, V González-Ruiz, ... IEEE Geoscience and remote sensing letters 8 (2), 253-257, 2010 | 123 | 2010 |
Support vector machines for nonlinear kernel ARMA system identification M Martínez-Ramón, JL Rojo-Alvarez, G Camps-Valls, J Muñoz-Marí, ... IEEE Transactions on Neural Networks 17 (6), 1617-1622, 2006 | 115 | 2006 |
Divisive normalization image quality metric revisited V Laparra, J Muñoz-Marí, J Malo JOSA A 27 (4), 852-864, 2010 | 113 | 2010 |
Digital signal processing with Kernel methods JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls John Wiley & Sons, 2018 | 108 | 2018 |
Hyperspectral dimensionality reduction for biophysical variable statistical retrieval JP Rivera-Caicedo, J Verrelst, J Muñoz-Marí, G Camps-Valls, J Moreno ISPRS journal of photogrammetry and remote sensing 132, 88-101, 2017 | 107 | 2017 |