Gustau Camps-Valls

Cytowane przez

	Wszystkie	Od 2015
Cytowania	21683	15154
h-indeks	72	58
i10-indeks	213	167

3300

1650

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2475

2004200520062007200820092010201120122013201420152016201720182019202054 75 154 257 337 527 580 809 951 1079 1573 1826 2078 2175 2751 3041 3258

Współautorzy

Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaZweryfikowany adres z uv.es
Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaZweryfikowany adres z uv.es
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoZweryfikowany adres z ing.unitn.it
Devis TuiaWageningen University and ResearchZweryfikowany adres z wur.nl
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaZweryfikowany adres z uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityZweryfikowany adres z urjc.es
Valero LaparraUniversitat de ValènciaZweryfikowany adres z uv.es
Luis GuanterUniversitat Politècnica de ValènciaZweryfikowany adres z fis.upv.es
Manel Martínez-RamónProfessor. The University of New MexicoZweryfikowany adres z unm.edu
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryZweryfikowany adres z bgc-jena.mpg.de
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainZweryfikowany adres z uv.es
Juan Pablo Rivera CaicedoCONACYT-UANZweryfikowany adres z conacyt.mx
José D. Martin-GuerreroETSE-UV, Universitat de ValènciaZweryfikowany adres z uv.es
Luis AlonsoUniversity of ValenciaZweryfikowany adres z uv.es
Jesus MaloProfessor of Vision Science, Universitat de ValenciaZweryfikowany adres z uv.es
Manuel Campos-TabernerUniversitat de ValènciaZweryfikowany adres z uv.es
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainZweryfikowany adres z unex.es
Jocelyn ChanussotGrenoble Institute of TechnologyZweryfikowany adres z gipsa-lab.grenoble-inp.fr
Adrián Pérez-SuayUniversitat de ValènciaZweryfikowany adres z uv.es
Emma Izquierdo VerdiguierUniversity of Natural Resources and Life Science (Boku)Zweryfikowany adres z boku.ac.at

Gustau Camps-Valls

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

Zweryfikowany adres z uv.es - Strona główna

Machine learning signal and image processing remote sensing geoscience Earth observation


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
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	1494	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	1379	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	1071	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	1016	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	610	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	544	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	521	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	466	2015
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	438	2019
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	423	2009
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	395	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	366	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	321	2004
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	299	2012
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	297	2010
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	296	2015
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	267	2017
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	244	2008
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	221	2016
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	218	2010

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