Gustau Camps-Valls

Cited by

	All	Since 2016
Citations	26021	17515
h-index	75	60
i10-index	242	196

3800

1900

950

2850

2005200620072008200920102011201220132014201520162017201820192020202173 164 259 333 524 584 802 966 1093 1576 1873 2082 2205 2880 3079 3705 3530

Public access

View all

193 articles

25 articles

available

not available

Based on funding mandates

Co-authors

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

Gustau Camps-Valls

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

Verified email at uv.es - Homepage

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1601	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	1481	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	1327	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	1091	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	945	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	658	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	652	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	600	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	579	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	497	2009
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	411	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	396	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	389	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	357	2012
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	350	2017
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	331	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	321	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	320	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	264	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	253	2010

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors