Gustau Camps-Valls

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Soavtorji

Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaPreverjeni e-poštni naslov na uv.es
Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaPreverjeni e-poštni naslov na uv.es
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryPreverjeni e-poštni naslov na bgc-jena.mpg.de
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Preverjeni e-poštni naslov na epfl.ch
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoPreverjeni e-poštni naslov na ing.unitn.it
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaPreverjeni e-poštni naslov na uv.es
Javier CalpeAss Prof Univestiy of ValenciaPreverjeni e-poštni naslov na uv.es
Valero LaparraUniversitat de ValènciaPreverjeni e-poštni naslov na uv.es
María PilesResearch scientist (UV)Preverjeni e-poštni naslov na uv.es
Luis GuanterUniversitat Politècnica de ValènciaPreverjeni e-poštni naslov na fis.upv.es
Álvaro Moreno MartínezImage and Signal Processing (ISP), University of Valencia, SpainPreverjeni e-poštni naslov na uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityPreverjeni e-poštni naslov na urjc.es
emilio soria-olivasPreverjeni e-poštni naslov na uv.es
Manuel Campos-TabernerUniversitat de ValènciaPreverjeni e-poštni naslov na uv.es
Manel Martínez-RamónProfessor. The University of New MexicoPreverjeni e-poštni naslov na unm.edu
Juan Pablo Rivera CaicedoSECIHTI - Universidad Autónoma de NayaritPreverjeni e-poštni naslov na secihti.mx
Emma Izquierdo-VerdiguierUniversity of Natural Resources and Life Science (Boku)Preverjeni e-poštni naslov na boku.ac.at
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainPreverjeni e-poštni naslov na uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaPreverjeni e-poštni naslov na uv.es
Luis AlonsoUniversity of HelsinkiPreverjeni e-poštni naslov na helsinki.fi

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Gustau Camps-Valls

Druga imenaGustavo Camps-Valls

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

Preverjeni e-poštni naslov na uv.es - Domača stran

Artificial intelligence Causality Signal and image processing Remote sensing Earth sciences


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
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	3947	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	2177	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	1916	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	1740	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	1271	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	1072	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	856	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	832	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	820	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	788	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	754	2007
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	753	2015
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	751	2014
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	683	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	650	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	580	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	561	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	538	2020
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	476	2015
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	475	2009

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