Gustau Camps-Valls - Citazioni di Google Scholar

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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
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityEmail verificata su urjc.es
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaEmail verificata su uv.es
Valero LaparraUniversitat de ValènciaEmail verificata su uv.es
Manel Martínez-RamónThe University of New MexicoEmail verificata su unm.edu
Luis GuanterUniversitat Politècnica de ValènciaEmail verificata su fis.upv.es
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainEmail verificata su uv.es
Juan Pablo Rivera CaicedoCONACYT-UANEmail verificata su conacyt.mx
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryEmail verificata su bgc-jena.mpg.de
Luis AlonsoUniversity of ValenciaEmail verificata su uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaEmail verificata su uv.es
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainEmail verificata su unex.es
Manuel Campos-TabernerUniversitat de ValènciaEmail verificata su uv.es
Jocelyn ChanussotGrenoble Institute of TechnologyEmail verificata su gipsa-lab.grenoble-inp.fr
Luca MartinoUniversidad Rey Juan Carlos (URJC)Email verificata su urjc.es
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandEmail verificata su hi.is
Emma Izquierdo VerdiguierUniversity of Natural Resources and Life Science (Boku)Email verificata su boku.ac.at

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	1420	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	1327	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	974	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	973	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	589	2007
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	475	2013
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	473	2014
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	409	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	386	2009
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	385	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	354	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	314	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	290	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	251	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	246	2015
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	230	2008
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	229	2019
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	216	2017
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	212	2010
Semisupervised one-class support vector machines for classification of remote sensing data J Muñoz-Marí, F Bovolo, L Gómez-Chova, L Bruzzone, G Camp-Valls IEEE transactions on geoscience and remote sensing 48 (8), 3188-3197, 2010	195	2010

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