Gustau Camps-Valls

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Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaEmail confirmado em uv.es
Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaEmail confirmado em uv.es
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryEmail confirmado em bgc-jena.mpg.de
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Email confirmado em epfl.ch
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoEmail confirmado em ing.unitn.it
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaEmail confirmado em uv.es
Javier CalpeAss Prof Univestiy of ValenciaEmail confirmado em uv.es
Valero LaparraUniversitat de ValènciaEmail confirmado em uv.es
María PilesResearch scientist (UV)Email confirmado em uv.es
Luis GuanterUniversitat Politècnica de ValènciaEmail confirmado em fis.upv.es
Álvaro Moreno MartínezImage and Signal Processing (ISP), University of Valencia, SpainEmail confirmado em uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityEmail confirmado em urjc.es
emilio soria-olivasEmail confirmado em uv.es
Manuel Campos-TabernerUniversitat de ValènciaEmail confirmado em uv.es
Manel Martínez-RamónProfessor. The University of New MexicoEmail confirmado em unm.edu
Juan Pablo Rivera CaicedoSECIHTI - Universidad Autónoma de NayaritEmail confirmado em secihti.mx
Emma Izquierdo-VerdiguierUniversity of Natural Resources and Life Science (Boku)Email confirmado em boku.ac.at
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainEmail confirmado em uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaEmail confirmado em uv.es
Luis AlonsoUniversity of HelsinkiEmail confirmado em helsinki.fi

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Gustau Camps-Valls

Outros nomesGustavo Camps-Valls

Professor. Image Processing Lab (IPL). Universitat de València

Email confirmado em uv.es - Página inicial

Artificial intelligence Causality Signal and image processing Remote sensing Earth sciences


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Deep learning and process understanding for data-driven Earth system science M Reichstein, G Camps-Valls, B Stevens, M Jung, J Denzler, ... Nature 566, 195-204, 2019	3955	2019
Hyperspectral remote sensing data analysis and future challenges JM Bioucas-Dias, A Plaza, G Camps-Valls, P Scheunders, N Nasrabadi, ... IEEE Geoscience and remote sensing magazine 1 (2), 6-36, 2013	2177	2013
Recent advances in techniques for hyperspectral image processing A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ... Remote sensing of environment 113, S110-S122, 2009	1916	2009
Kernel-based methods for hyperspectral image classification G Camps-Valls, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 43 (6), 1351-1362, 2005	1740	2005
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	1271	2006
Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence L Guanter, Y Zhang, M Jung, J Joiner, M Voigt, JA Berry, C Frankenberg, ... Proceedings of the National Academy of Sciences 111 (14), E1327-E1333, 2014	1073	2014
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	856	2019
Unsupervised deep feature extraction for remote sensing image classification A Romero, C Gatta, G Camps-Valls IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1349-1362, 2015	832	2015
Advances in hyperspectral image classification: Earth monitoring with statistical learning methods G Camps-Valls, D Tuia, L Bruzzone, JA Benediktsson IEEE signal processing magazine 31 (1), 45-54, 2013	820	2013
Classification of hyperspectral images with regularized linear discriminant analysis TV Bandos, L Bruzzone, G Camps-Valls IEEE Transactions on Geoscience and Remote Sensing 47 (3), 862-873, 2009	788	2009
Semi-supervised graph-based hyperspectral image classification G Camps-Valls, TVB Marsheva, D Zhou IEEE transactions on Geoscience and Remote Sensing 45 (10), 3044-3054, 2007	754	2007
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	753	2015
A convex formulation for hyperspectral image superresolution via subspace-based regularization M Simoes, J Bioucas‐Dias, LB Almeida, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 53 (6), 3373-3388, 2014	751	2014
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms G Tramontana, M Jung, CR Schwalm, K Ichii, G Camps-Valls, B Ráduly, ... Biogeosciences 13 (14), 4291-4313, 2016	683	2016
Compensatory water effects link yearly global land CO₂ sink changes to temperature M Jung, M Reichstein, CR Schwalm, C Huntingford, S Sitch, A Ahlström, ... Nature 541 (7638), 516-520, 2017	649	2017
Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and-3 J Verrelst, J Muñoz, L Alonso, J Delegido, JP Rivera, G Camps-Valls, ... Remote Sensing of Environment 118, 127-139, 2012	580	2012
The FLUXCOM ensemble of global land-atmosphere energy fluxes M Jung, S Koirala, U Weber, K Ichii, F Gans, G Camps-Valls, D Papale, ... Scientific data 6 (1), 74, 2019	561	2019
Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach M Jung, C Schwalm, M Migliavacca, S Walther, G Camps-Valls, S Koirala, ... Biogeosciences 17 (5), 1343-1365, 2020	539	2020
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	476	2015
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	475	2009

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