Jordi Muñoz-Marí

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Gustau Camps-VallsProfessor. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaVerified email at uv.es
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainVerified email at uv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerified email at urjc.es
Manel Martínez-RamónProfessor. The University of New MexicoVerified email at unm.edu
Juan Pablo Rivera CaicedoCONAHCyT - Universidad Autónoma de NayaritVerified email at conahcyt.mx
Emma Izquierdo-VerdiguierUniversity of Natural Resources and Life Science (Boku)Verified email at boku.ac.at
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Jesus MaloProfessor of Vision Science, Universitat de ValenciaVerified email at uv.es
Luis GuanterUniversitat Politècnica de ValènciaVerified email at fis.upv.es
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Alfredo Rosado MuñozFull Professor Electronic Engineering. Universidad de ValenciaVerified email at uv.es
Francesca BovoloTrento-Fondazione Bruno Kessler (FBK)Verified email at fbk.eu
Sancho Salcedo-SanzCatedrático de Universidad (Full Professor), Universidad de AlcaláVerified email at uah.es
Michele VolpiLead Data Scientist at Swiss Data Science Center, Senior Scientist ETH ZurichVerified email at sdsc.ethz.ch
Xavier CalbetAEMETVerified email at aemet.es
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Joan Serra-SagristaUniversitat Autònoma de Barcelona (Spain)Verified email at uab.cat
Jose V. Frances-VilloraProfessor, Universitat de ValènciaVerified email at uv.es
Juan F. GuerreroUniversidad de ValenciaVerified email at uv.es

Jordi Muñoz-Marí

Professor. Electronic Engineering Department, University of Valencia

Verified email at uv.es

Machine Learning Digital Signal Processing Kernel Methods SVM Neural Networks


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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	1254	2006
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	752	2019
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	699	2015
A survey of active learning algorithms for supervised remote sensing image classification D Tuia, M Volpi, L Copa, M Kanevski, J Munoz-Mari IEEE Journal of Selected Topics in Signal Processing 5 (3), 606-617, 2011	622	2011
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-Alvarez, ... Geoscience and Remote Sensing, IEEE Transactions on 46 (6), 1822-1835, 2008	434	2008
Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods–A comparison J Verrelst, JP Rivera, F Veroustraete, J Muñoz-Marí, JGPW Clevers, ... ISPRS Journal of Photogrammetry and Remote Sensing 108, 260-272, 2015	361	2015
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	314	2010
A unified vegetation index for quantifying the terrestrial biosphere G Camps-Valls, M Campos-Taberner, Á Moreno-Martínez, S Walther, ... Science Advances 7 (9), eabc7447, 2021	300	2021
Semisupervised image classification with Laplacian support vector machines L Gómez-Chova, G Camps-Valls, J Muñoz-Marí, J Calpe Geoscience and Remote Sensing Letters, IEEE 5 (3), 336-340, 2008	300	2008
A survey on Gaussian processes for earth-observation data analysis: A comprehensive investigation G Camps-Valls, J Verrelst, J Munoz-Mari, V Laparra, F Mateo-Jimenez, ... IEEE Geoscience and Remote Sensing Magazine 4 (2), 58-78, 2016	240	2016
A support vector domain description approach to supervised classification of remote sensing images J Muñoz-Marí, L Bruzzone, G Camps-Valls IEEE Transactions on Geoscience and Remote Sensing 45 (8), 2683-2692, 2007	210	2007
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources S Salcedo-Sanz, P Ghamisi, M Piles, M Werner, L Cuadra, ... Information Fusion 63, 256-272, 2020	190	2020
Toward a semiautomatic machine learning retrieval of biophysical parameters JPR Caicedo, J Verrelst, J Muñoz-Marí, J Moreno, G Camps-Valls IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014	159	2014
Multitemporal cloud masking in the Google Earth Engine G Mateo-García, L Gómez-Chova, J Amorós-López, J Muñoz-Marí, ... Remote Sensing 10 (7), 1079, 2018	146	2018
Retrieval of oceanic chlorophyll concentration with relevance vector machines G Camps-Valls, L Gómez-Chova, J Muñoz-Marí, J Vila-Francés, ... Remote Sensing of Environment 105 (1), 23-33, 2006	136	2006
On the impact of lossy compression on hyperspectral image classification and unmixing F García-Vílchez, J Muñoz-Marí, M Zortea, I Blanes, V González-Ruiz, ... IEEE Geoscience and remote sensing letters 8 (2), 253-257, 2010	126	2010
Divisive normalization image quality metric revisited V Laparra, J Muñoz-Marí, J Malo JOSA A 27 (4), 852-864, 2010	115	2010
Support vector machines for nonlinear kernel ARMA system identification M Martínez-Ramón, JL Rojo-Alvarez, G Camps-Valls, J Muñoz-Marí, ... IEEE Transactions on Neural Networks 17 (6), 1617-1622, 2006	115	2006
Digital signal processing with Kernel methods JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls John Wiley & Sons, 2018	113	2018
Hyperspectral dimensionality reduction for biophysical variable statistical retrieval JP Rivera-Caicedo, J Verrelst, J Muñoz-Marí, G Camps-Valls, J Moreno ISPRS journal of photogrammetry and remote sensing 132, 88-101, 2017	108	2017

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