Gustau Camps-Valls

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Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaEmail verificata su uv.es
Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaEmail verificata su uv.es
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoEmail verificata su ing.unitn.it
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Email verificata su epfl.ch
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaEmail verificata su uv.es
Valero LaparraUniversitat de ValènciaEmail verificata su uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityEmail verificata su urjc.es
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryEmail verificata su bgc-jena.mpg.de
Luis GuanterUniversitat Politècnica de ValènciaEmail verificata su fis.upv.es
Manel Martínez-RamónProfessor. The University of New MexicoEmail verificata su unm.edu
Juan Pablo Rivera CaicedoCONACYT-UANEmail verificata su conacyt.mx
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainEmail verificata su uv.es
José D. Martin-GuerreroETSE-UV, Universitat de ValènciaEmail verificata su uv.es
Luis AlonsoUniversity of ValenciaEmail verificata su uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaEmail verificata su uv.es
Manuel Campos-TabernerUniversitat de ValènciaEmail verificata su uv.es
Adrián Pérez-SuayUniversitat de ValènciaEmail verificata su uv.es
Luca MartinoAssociate Professor, Universidad Rey Juan Carlos (URJC)Email verificata su urjc.es
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainEmail verificata su unex.es
Jocelyn ChanussotGrenoble Institute of TechnologyEmail verificata su gipsa-lab.grenoble-inp.fr

Gustau Camps-Valls

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

Email verificata su uv.es - Home page

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


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	1548	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	1425	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	1182	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	1051	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	652	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	638	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	598	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	556	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	518	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	463	2009
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	401	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	381	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	331	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	330	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	327	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	311	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	310	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	263	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	253	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	237	2010

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