Gustau Camps-Valls

Cited by

	All	Since 2017
Citations	28772	18173
h-index	76	60
i10-index	249	194

4500

2250

1125

3375

20052006200720082009201020112012201320142015201620172018201920202021202273 159 269 335 529 570 798 964 1080 1580 1862 2115 2201 2833 3112 3721 4476 1800

Public access

View all

219 articles

30 articles

available

not available

Based on funding mandates

Co-authors

Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaVerified email at uv.es
Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de 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
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryVerified email at bgc-jena.mpg.de
Valero LaparraUniversitat de ValènciaVerified email at uv.es
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
María PilesResearch scientist (UV)Verified email at uv.es
Luis AlonsoUniversity of ValenciaVerified email at uv.es
José D. Martin-GuerreroETSE-UV, Universitat de ValènciaVerified email at uv.es
Manuel Campos-TabernerUniversitat de ValènciaVerified email at uv.es
Álvaro Moreno MartínezImage and Signal Processing (ISP), University of Valencia, SpainVerified email at uv.es
Emma Izquierdo VerdiguierUniversity of Natural Resources and Life Science (Boku)Verified email at boku.ac.at
Adrián Pérez-SuayUniversitat de ValènciaVerified email at uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaVerified email at uv.es

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	1641	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	1537	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	1481	2013
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	1374	2019
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	1122	2006
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	726	2014
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	676	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	639	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	632	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	538	2009
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	438	2015
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	425	2009
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	417	2017
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	406	2008
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	401	2012
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	383	2016
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	336	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	330	2010
Multimodal classification of remote sensing images: A review and future directions L Gómez-Chova, D Tuia, G Moser, G Camps-Valls Proceedings of the IEEE 103 (9), 1560-1584, 2015	287	2015
Inferring causation from time series in Earth system sciences J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ... Nature communications 10 (1), 1-13, 2019	271	2019

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