Gustau Camps-Valls

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Coauteurs

Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaAdresse e-mail validée de uv.es
Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaAdresse e-mail validée de uv.es
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Adresse e-mail validée de epfl.ch
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoAdresse e-mail validée de ing.unitn.it
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaAdresse e-mail validée de uv.es
Valero LaparraUniversitat de ValènciaAdresse e-mail validée de uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityAdresse e-mail validée de urjc.es
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryAdresse e-mail validée de bgc-jena.mpg.de
Luis GuanterUniversitat Politècnica de ValènciaAdresse e-mail validée de fis.upv.es
Manel Martínez-RamónProfessor. The University of New MexicoAdresse e-mail validée de unm.edu
Juan Pablo Rivera CaicedoCONACYT-UANAdresse e-mail validée de conacyt.mx
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainAdresse e-mail validée de uv.es
Luis AlonsoUniversity of ValenciaAdresse e-mail validée de uv.es
José D. Martin-GuerreroETSE-UV, Universitat de ValènciaAdresse e-mail validée de uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaAdresse e-mail validée de uv.es
Manuel Campos-TabernerUniversitat de ValènciaAdresse e-mail validée de uv.es
Adrián Pérez-SuayUniversitat de ValènciaAdresse e-mail validée de uv.es
Luca MartinoAssociate Professor, Universidad Rey Juan Carlos (URJC)Adresse e-mail validée de urjc.es
Emma Izquierdo VerdiguierUniversity of Natural Resources and Life Science (Boku)Adresse e-mail validée de boku.ac.at
Alessandro CescattiEuropean Commission, JRC, Directorate for Sustainable ResourcesAdresse e-mail validée de ec.europa.eu

Gustau Camps-Valls

Professor. IEEE Fellow. ELLIS Fellow. Image Processing Lab (IPL). Universitat de València

Adresse e-mail validée de uv.es - Page d'accueil

Machine learning artificial intelligence signal and image processing remote sensing Earth science


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	1572	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	1451	2005
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	1254	2013
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	1074	2006
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	816	2019
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	648	2007
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	635	2014
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	577	2013
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	544	2015
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	475	2009
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	406	2009
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-Álvarez, ... IEEE Transactions on Geoscience and Remote Sensing 46 (6), 1822-1835, 2008	395	2008
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	364	2015
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	346	2012
Robust support vector method for hyperspectral data classification and knowledge discovery G Camps-Valls, L Gómez-Chova, J Calpe-Maravilla, JD Martín-Guerrero, ... IEEE Transactions on Geoscience and Remote sensing 42 (7), 1530-1542, 2004	329	2004
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	326	2017
Semisupervised neural networks for efficient hyperspectral image classification F Ratle, G Camps-Valls, J Weston IEEE Transactions on Geoscience and Remote Sensing 48 (5), 2271-2282, 2010	313	2010
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	293	2016
Semisupervised image classification with Laplacian support vector machines L Gómez-Chova, G Camps-Valls, J Munoz-Mari, J Calpe IEEE Geoscience and Remote Sensing Letters 5 (3), 336-340, 2008	258	2008
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	246	2010

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