Current projects
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XAIDA: Extreme Events - Artificial Intelligence for Detection and Attribution EU H2020, UV PI: Gustau Camps-Valls, 2021-2025 |
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DeepCube: Explainable AI pipelines for big Copernicus data EU H2020, , UV PIs: Gustau Camps-Valls, M. Piles, 2021-2024 |
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ELISE: European Learning And Intelligent Systems Excellence ICT-48, Universitat de València (UVEG) is a Participant partner, UV PI: Gustau Camps-Valls, 2020-2022 |
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USMILE: Understanding and Modeling the Earth System with Machine Learning ERC Synergy Grant, PIs: V. Eyring, M. Reichstein, G. Camps-Valls, P. Gentine, 2020-2026 |
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iMIRACLI: innovative MachIne leaRning to constrain Aerosol-cloud CLimate Impacts ETN Marie Curie Training Network, G. Camps-Valls, 01/01/20 - 31/12/22 |
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i-AIDA: International AI Doctoral Academy ICT-48 alliance and network of excellence in AI, G. Camps-Valls, 01/01/22 |
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OpenSR — Robust, accountable super-resolution for Sentinel-2 and beyond ESA - Towards Explainable AI: Application to Trustworthy Super-Resolution, F. Kalaitzis (U. Oxford) L. Gómez-Chova (U. Valencia), 2022-2024 |
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CIMR-DEVALGO: CIMR Level-2 Algorithm Development ESA ITT, M. Piles (UV), Thomas Lavergne (Norwegian Meteorological Institute, PI), 2023 - 2024 |
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DeepExtremes: Multi-Hazards, Compounds and Cascade events AI for Science 2021, G. Camps-Valls, 01/02/22 |
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DEEPCLOUD: Deep learning tools for operational cloud detecteion in Earth observation satellite images. Spanish Ministry of Science, Innovation and Universities (MCIU/AEI/FEDER, UE), PID2019-109026RB-I00, L. Gomez-Chova, 2020-2024 |
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LEAVES: LEArning drivers of Vegetation health from Earth observation Synergies. Spanish Ministry of Science, Innovation and Universities (MCIU/AEI/FEDER, UE), RTI2018-096765-A-100, M. Piles and J. Amorós, 2019-2021 |
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Deep networks in the brain: from measurements to algorithms. Spanish Ministry of Science, Innovation and Universities (MCIU/AEI/FEDER, UE), DPI2017-89867-C2, J. Malo, 2018-2021 |
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AI for complex systems: Brain, Earth, Climate, Society Generalitat Valenciana - Regional Ministry of Education, Research, Culture and Sport under PROMETEO programme. G. Camps-Valls, M. Piles, 2022-2026 |
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MALOC: MAchine Learning for assessing Ocean Climate Generalitat Valenciana - Regional Ministry of Education, Research, Culture and Sport under the Talented Researcher Support Programme - Plan GenT (CIDEGENT/2019/055), V. Nieves, 2020-2024 |
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MALOPH: A novel MAchine Learning based perspective to identify and model Ocean Precursors to extreme Hurricane development European Space Agency - Open Discovery Ideas Channel under the ESA’s Discovery & Preparation Programme (ESA Contract No. 4000134529/21/NL/GLC/my), V. Nieves, 2021-2024 |
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SCALE: Causal inference in the human-biosphere coupled system (SCALE) Fundación BBVA, G. Camps-Valls, 2020-2022 |
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Analysis of Water Relations in the Soil-Plant Continuum Using Microwave-Lidar Synergy MIT-Spain-"la Caixa" Foundation Seed Fund, D. Chaparro, M. Vall-llossera (UPC), M. Piles (UV), D. Entekhabi (MIT), 2020-2021 |
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Causal Inference to Understand the Impact of Humanitarian Interventions on Food Security in Africa Microsoft Research - Microsoft Climate Research Initiative, Universitat de València: Gustau Camps-Valls (PI), Gherardo Varando (Co-PI), Jose Maria Tarraga (Scientific Researcher), University of Reading: Ted Shepherd (PI), Ros Cornforth (Co-PI), 2022-2024. |
Past projects
SEDAL: Statistical Learning for Earth Observation Data Analysis
ERC Consolidator Grant, G. Camps-Valls, 01/09/15 - 31/08/20
CLOUDSAT: Machine Learning in Earth Observation: Cloud Screening of Satellite Images.
Spanish Ministry of Economy and Competitiveness, TEC2016-77741-R, L. Gómez-Chova, 2016 - 2019
Red de Excelencia KERMES: Advances in kernel methods for structured data
Spanish Ministry of Economy and Competitiveness, TEC2016-81900-REDT, G. Camps-Valls (Coordinator) 07/17 - 07/19
CIMR Mission Requirements and Performance Consolidation
ESA, M. Piles (UV), Thomas Lavergne (Norwegian Meteorological Institute, PI) 09/18 - 12/19
CIMR Mission Application Study
ESA, M. Piles (UV), Christopher Merchant (Univ. Reading, PI) 09/18 - 12/19
PV-CDRR: Clouds Detection Algorithms for Proba-V
ESA IDEAS+ research grant, L. Gómez-Chova, 2016 - 2017.
ESA Climate Change Initiave Phase II Soil Moisture (CCI SM 2 project)
ESA, M. Piles (Visiting Scientist), Wouter Dorigo (TU Wien, PI) 2017
GEOLEARN: Advances in Machine Learning for Large Scale Remote Sensing Data Processing
Spanish Ministry of Economy and Competitiveness, 2015. TIN2015-64210-R, Jordi Munoz-Mari 06/15 - 06/18
New Compressive Sensing Algorithms from Natural and Artificial Brain Networks
Spanish Ministry of Economy and Competitiveness, BFU2014-58776-R, J. Malo (co-IP in Univ. Valencia) and L. Martinez-Otero (co-IP in Instit. Neurosci. CSIC) 01/15 - 12/18
Red de Excelencia sobre Neurociencia Visual y Ciencias de la Computación
Spanish Ministry of Economy and Competitiveness, TIN2015-71130-REDT, J. Malo (coordinator in Univ. Valencia), X. Otazu (global coordinator) 01/16 - 12/18
Quantifying Visual Beauty: Neuroaesthetics and Machine Learning
Spanish Ministry of Economy and Competitiveness, TIN2013-50520-EXP, J. Malo. 01/15 - 12/17
VLC-BioMedic/BioClinic agreements for the use of fMRI scanner facilities
Hospital La Fe, Hospital Clinic, Generalitat Valenciana, 2014-049, 2014-002, 2016-B-003, J. Malo (UV), A. Alberich (La Fe), C. Montoliu (Clinic). 01/15 - 12/17
Cloud detection in the cloud
Google Earth Engine Research Award, L. Gomez-Chova, 01/16 - 12/17
Knowledge extraction from the Davalor Automated Vision Evaluator (EVA)
Davalor Salud Ltd. contract with Univ. Valencia, Jesus Malo. 01/15 - 12/17
FLUXCOM: An initiative to upscale biosphere-atmosphere fluxes from FLUXNET sites to continental and global scales
PI Martin Jung. Max Planck Institute for Biogeochemistry
LIFE-VISION: Learning Image Features to Encode Visual Information
Spanish Ministry of Economy and Competitiveness, 2012. TIN2012-38102-C03-01, 01/13 - 12/15
Mapping and the citizen sensor
ICT COST Action, 01/13 - 12/16
SenSyF: Sentinels Synergy Framework
EU 7th Framework Programme on research, technological development and demostration (FP7-Space). Collaborative Projects: Preparing take-up of GMES Sentinel, 01/13 - 12/15
Study on pattern recognition based cloud detection over landmarks
EUMETSAT European Organisation for the Exploitation of Meteorological Satellites, 01/15 - 11/15
Red Temática Española para el Avance y la Transferencia de la Inteligencia Computacional Aplicada (ATICA)
Spanish Ministry of Economy and Competitiveness, TIN2011-14083-E, 01/11 - 12/14
Improvement of the current nonlinear regression retrieval (NLR) implemented within the MTGIRS prototype processor for monitoring (MTG-IRS L2 PPM) to generate whole globe profiles of temperature, water vapour and ozone
EUMETSAT.- European Organisation for the Exploitation of Meteorological Satellites, 02/14 - 07/14
RELEARN: RE-using field reference data in space and time for vegetation mapping: the potential of semi-supervised and active LEARNing techniques --> RELEARN: RE-using field reference data in space and time for vegetation mapping: the potential of semi-supervised and active LEARNing techniques
01/11-01/13
ESA Climate Change Initiative (CCI) Phase 1. Essential Climate Variable: ECV Cloud
ESA CCI Clouds, 10/10-10/13
Estimación de parámetros biofísicos para la misión FLEX a partir de Sentinel-3
01/11-12/13
Natural Image Statistics: non-parametric models, Bayesian models and computational neuroscience for image processing
the Spanish Ministry of Economy. TEC2009-13696, 01/10 - 12/12
MIPRCV: multimodal interaction in pattern recognition and computer vision
CONSOLIDER-INGENIO CSD2007-00018, 10/07 - 10/12
Procesado de imágenes de sensores de satélite de media resolución y su integración espectro-temporal con sensores de satélite de baja resolución
Instituto Geográfico Nacional (IGN), 12/10 - 12/11
EODIX: Metodologías avanzadas en observación de la Tierra: calibración de datos ópticos y extracción de la información
AYA2008-05965-C04-03, 01/09 - 12/11
Consolidation of scientific baseline for MTG-IRS L2 processing: role of non-linear regression methods
EUMETSAT.- European Organisation for the Exploitation of Meteorological Satellites, EUMETSAT EUM/CO/09/4600000643/XC), 09/09 - 08/10
Integration of nonlinear perceptual and statistical representations in image restoration and coding".
the Spanish Ministry of Science and Technology. TEC2006-13845, 01/07 - 12/09
Interpolación normalizada de imágenes provenientes de múltiples sensores. Interpolación normalizada de imágenes LANDSAT mediante downscaling",
Instituto Geográfico Nacional (IGN), 05/09 - 09/09
MERIS/AATSR synergy algorithms for cloud screening aerosol retrieval and athmospheric correction
European Space Agency (ESA) ESRIN. Contract 21090/07/I-LG, 01/08 - 11/09
Development of CHRIS/PROBA modules for the BEAM toolbox
ESA ITT SoW ENVI-DTEX-EOPS-SW-06-0008, 02/07 - 05/08
Support Vector Machines and Computational Human Vision Models for Image Coding and Denoising
the Generalitat Valenciana, GV06/215, 01/06 - 12/08
Classification of hyperspectral remote sensing images based on semi-supervised kernel methods
Minist. de Educación y Ciencia Minist. d'Istruzione, Università e Ricerca, MEC/HI2005-0228, 01/06 - 12/08
HYPERCLASS: Métodos avanzados para la clasificación de imágenes hiperespectrales
01/05 - 01/07
Aplicación de nuevos modelos visuales-estadísticos a la restauración de imágenes afectadas de ruido y desenfoque
Ministerio de Defensa, Exp. 1053830112, 01/04 - 12/06
Modelos visuales-estadísticos de representación de imagenes y sus aplicaciones
CICYT-FEDER TEC2003 Ministerio de Ciencia y Tecnología, 11/03 - 11/06
Aplicaciones en biomedicina y modelos de vision humana
Grupos de excelencia cientifica de la comunidad Valencia, G-04/08. Generalitat Valenciana, 01/04 - 12/05
Modelos no gaussianos para la representación de imágenes y secuencias
Universitat de València, UV-AE-03-29, 01/03 - 12/03
Diseño desarrollo y validación de un dispositivo para la detección temprana de anomalías visuales
CICYT Ministerio de Ciencia y Tecnología, DPI2000-0116-P4-02, 01/01 - 12/03
Compresión eficiente de vídeo en color mediante el análisis de secuencias basado en representaciones de imágenes perceptualmente significativas
CICYT-FEDER Ministerio de Ciencia y Tecnología, TIC 1FD-97-0279, 01/99 - 12/01
Desarrollo de un sistema digital local de video comunicación para comunidades residenciales
CICYT-FEDER Ministerio de Ciencia y Tecnología, TIC 1FD-97-1910, 01/00 - 12/01
Optimización de los algoritmos de compresión de imágenes biomédicas mediante la utilización de parámetros perceptuales
IVEI Generalitat Valenciana, IVEI 96/003-035, 01/97 - 12/98
Estimación de movimiento e interpretación de secuencias de imágenes
CICYT, TIC 95-676-C02-01. Ministerio de Educación y Ciencia, 01/96 - 12/98
Control objetivo de la calidad óptica de lentes de contacto desechables durante su periodo de utilización
Johnson&Johnson Europe. (European Vistakon Research Award 94' received by J. Malo), 01/95 - 12/95