Gustau Camps-Valls

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	Tutte	Dal 2015
Citazioni	21237	14714
Indice H	70	58
i10-index	211	166

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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 TuiaWageningen University and ResearchEmail verificata su wur.nl
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaEmail verificata su uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityEmail verificata su urjc.es
Valero LaparraUniversitat de ValènciaEmail verificata su uv.es
Luis GuanterUniversitat Politècnica de ValènciaEmail verificata su fis.upv.es
Manel Martínez-RamónProfessor. The University of New MexicoEmail verificata su unm.edu
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryEmail verificata su bgc-jena.mpg.de
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainEmail verificata su uv.es
Juan Pablo Rivera CaicedoCONACYT-UANEmail verificata su conacyt.mx
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
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainEmail verificata su unex.es
Adrián Pérez-SuayUniversitat de ValènciaEmail verificata su uv.es
Dario PapaleUniversità della Tuscia DIBAFEmail verificata su unitus.it
Emma Izquierdo VerdiguierUniversity of Natural Resources and Life Science (Boku)Email verificata su boku.ac.at
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandEmail verificata su hi.is

Gustau Camps-Valls

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

Email verificata su uv.es - Home page

Machine learning signal and image processing remote sensing geoscience Earth observation


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	1476	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	1373	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	1055	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	1012	2006
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	607	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	531	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	515	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	460	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	414	2009
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	391	2019
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	391	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	362	2008
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	319	2004
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	296	2010
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	286	2012
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	284	2015
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	257	2017
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	244	2008
Learning relevant image features with multiple-kernel classification D Tuia, G Camps-Valls, G Matasci, M Kanevski IEEE Transactions on Geoscience and Remote Sensing 48 (10), 3780-3791, 2010	218	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	214	2016

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