‪Gustau Camps-Valls (ORCID: 0000-0003-1683-2138)‬

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Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaVerifisert e-postadresse på uv.es
Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaVerifisert e-postadresse på uv.es
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryVerifisert e-postadresse på bgc-jena.mpg.de
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Verifisert e-postadresse på epfl.ch
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerifisert e-postadresse på ing.unitn.it
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaVerifisert e-postadresse på uv.es
Javier CalpeAss Prof Univestiy of ValenciaVerifisert e-postadresse på uv.es
Valero LaparraUniversitat de ValènciaVerifisert e-postadresse på uv.es
María PilesResearch scientist (UV)Verifisert e-postadresse på uv.es
Luis GuanterUniversitat Politècnica de ValènciaVerifisert e-postadresse på fis.upv.es
Álvaro Moreno MartínezImage and Signal Processing (ISP), University of Valencia, SpainVerifisert e-postadresse på uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerifisert e-postadresse på urjc.es
emilio soria-olivasVerifisert e-postadresse på uv.es
Manel Martínez-RamónProfessor. The University of New MexicoVerifisert e-postadresse på unm.edu
Juan Pablo Rivera CaicedoCONAHCyT - Universidad Autónoma de NayaritVerifisert e-postadresse på conahcyt.mx
Emma Izquierdo-VerdiguierUniversity of Natural Resources and Life Science (Boku)Verifisert e-postadresse på boku.ac.at
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainVerifisert e-postadresse på uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaVerifisert e-postadresse på uv.es
Luis AlonsoUniversity of HelsinkiVerifisert e-postadresse på helsinki.fi
José D. Martin-GuerreroETSE-UV, Universitat de ValènciaVerifisert e-postadresse på uv.es

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Gustau Camps-Valls (ORCID: 0000-0003-1683-2138)

Andre navnGustavo Camps-Valls

Professor. Image Processing Lab (IPL). Universitat de València

Verifisert e-postadresse på uv.es - Startside

Artificial intelligence Causality Signal and image processing Remote sensing Earth sciences


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
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	3905	2019
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	2155	2013
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	1902	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	1734	2005
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	1269	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	1065	2014
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), 2553, 2019	847	2019
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	829	2015
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	819	2013
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	787	2009
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	753	2007
A convex formulation for hyperspectral image superresolution via subspace-based regularization M Simoes, J Bioucas‐Dias, LB Almeida, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 53 (6), 3373-3388, 2014	745	2014
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	744	2015
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	676	2016
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	644	2017
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	579	2012
The FLUXCOM ensemble of global land-atmosphere energy fluxes M Jung, S Koirala, U Weber, K Ichii, F Gans, G Camps-Valls, D Papale, ... Scientific data 6 (1), 74, 2019	553	2019
Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach M Jung, C Schwalm, M Migliavacca, S Walther, G Camps-Valls, S Koirala, ... Biogeosciences 17 (5), 1343-1365, 2020	532	2020
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	475	2009
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	470	2015

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