TOOLS FOR MAPPING HUMAN EXPOSURE TO RISKY ENVIRONMENTAL CONDITIONS BY MEANS OF GROUND AND EARTH OBSERVATION DATA

Deliverables

Other (7)

DISESP tool alpha release

"Alpha release of the ""Disease Spread Proxies"" (DISESP) software tool"

PHYMAP tool alpha release

Alpha relase of the software tool for Generating Maps of Physical Quantities PHYMAP

DISESP tool beta release

Beta release of the Disease Spread Proxies DISESP software tool

HOCOM tool alpha release

"Alpha release of the ""Housing Condition Mapping"" software tool"

PHYMAP tool beta release

"Beta relase of the software tool for ""Generating Maps of Physical Quantities"" (PHYMAP)"

Common Data Gateway platform release

Release of the alpha version of the Common Data Gateway platform

HOCOM tool beta release

Release of the beta version of the Housing Condition Mapping HOCOM software tool

Websites, patent fillings, videos etc. (3)

Project-related profiles in professional and social networks

Generation of public profiles in professional networking web sites, social network web sites, etc.

Project website

Website of the EOXPOSURE project

Training material

Generation of training material

Publications

Peer reviewed articles (11)

Neighboring Region Dropout for Hyperspectral Image Classification

Author(s): Mercedes E. Paoletti, Juan M. Haut, Javier Plaza, Antonio Plaza
Published in: IEEE Geoscience and Remote Sensing Letters, 17/6, 2020, Page(s) 1032-1036, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2940467

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification

Author(s): Mercedes E. Paoletti, Juan M. Haut, Xuanwen Tao, Javier Plaza Miguel, Antonio Plaza
Published in: Remote Sensing, 12/8, 2020, Page(s) 1257, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12081257

A Single Model CNN for Hyperspectral Image Denoising

Author(s): Alessandro Maffei, Juan M. Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
Published in: IEEE Transactions on Geoscience and Remote Sensing, 58/4, 2020, Page(s) 2516-2529, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2019.2952062

U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks

Author(s): M. E. Paoletti, J. M. Haut, P. Ghamisi, N. Yokoya, J. Plaza, A. Plaza
Published in: IEEE Geoscience and Remote Sensing Letters, 18/7, 2021, Page(s) 1288-1292, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2020.2997295

Investigation into Academic Remote Sensing Education Across the Globe: The Case of Nigeria [Education]

Author(s): Oladimeji Mudele, Chiemeka Nsofor, Fabio Dell'Acqua
Published in: IEEE Geoscience and Remote Sensing Magazine, 6/4, 2018, Page(s) 98-104, ISSN 2168-6831
Publisher: IEEE Geosciene and Remote Sensing Society
DOI: 10.1109/mgrs.2018.2872173

Cloud Deep Networks for Hyperspectral Image Analysis

Author(s): Juan Mario Haut, Jose Antonio Gallardo, Mercedes E. Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel
Published in: IEEE Transactions on Geoscience and Remote Sensing, 2019, Page(s) 1-17, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2019.2929731

Hyperspectral Image Classification Using Random Occlusion Data Augmentation

Author(s): Juan Mario Haut, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza, Jun Li
Published in: IEEE Geoscience and Remote Sensing Letters, 2019, Page(s) 1-5, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2909495

Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling

Author(s): Ruben Fernandez-Beltran, Filiberto Pla, Antonio Plaza
Published in: IEEE Geoscience and Remote Sensing Letters, 2019, Page(s) 1-5, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2903231

Remote Sensing Image Superresolution Using Deep Residual Channel Attention

Author(s): Juan Mario Haut, Ruben Fernandez-Beltran, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza
Published in: IEEE Transactions on Geoscience and Remote Sensing, 2019, Page(s) 1-13, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2019.2924818

Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings

Author(s): Ruben Fernandez-Beltran, Filiberto Pla, Antonio Plaza
Published in: IEEE Geoscience and Remote Sensing Letters, 2019, Page(s) 1-5, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2904874

Visual Attention-Driven Hyperspectral Image Classification

Author(s): Juan Mario Haut, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza, Jun Li
Published in: IEEE Transactions on Geoscience and Remote Sensing, 2019, Page(s) 1-16, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2019.2918080

Conference proceedings (4)

Multitemporal Spectral Analysis for Algae Detection in an Eutrophic Lake using Sentinel 2 Images

Author(s): German Alba, Ferral Anabella, Scavuzzo Carlos Marcelo, Shimoni Michal
Published in: 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 2020, Page(s) 351-356, ISBN 978-1-7281-4350-7
Publisher: IEEE
DOI: 10.1109/lagirs48042.2020.9165633

Mapping vegetation in urban areas using Sentinel-2

Author(s): Oladimeji Mudele, Paolo Gamba
Published in: 2019 Joint Urban Remote Sensing Event (JURSE), 2019, Page(s) 1-4, ISBN 978-1-7281-0009-8
Publisher: IEEE
DOI: 10.1109/jurse.2019.8809019

High Spectral and Temporal Resolution Imaging Analysis for Monitoring Algal Bloom in Water Reservoir in the Warm Season

Author(s): German Alba, Ferral Anabella, Scavuzzo Marcelo, Shimoni Michal
Published in: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, Page(s) 3755-3758, ISBN 978-1-7281-6374-1
Publisher: IEEE
DOI: 10.1109/igarss39084.2020.9323746

Spectral Monitoring of Algal Blooms in an Eutrophic Lake Using Sentinel-2

Author(s): German Alba, Ferral Anabella, Scavuzzo Marcelo, Guachalla Alarcon Andrea, Tropper Ivana, Ibanez Guillermo, Torrusio Sandra, Shimoni Michal
Published in: IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, Page(s) 306-309, ISBN 978-1-5386-9154-0
Publisher: IEEE
DOI: 10.1109/igarss.2019.8898098

Thesis dissertations (2)

Procesamiento eficiente y profundo imágenes hiperespectrales de la observación remotade la Tierra y aplicaciones en tareasde clasificación

Author(s): Mercedes Eugenia Paoletti Ávila
Published in: 2020
Publisher: Ministerio de Educación Ciencia y Cultura de España

NUEVAS TÉCNICAS PARA EL PROCESAMIENTO MASIVO DE DATOS DE OBSERVACIÓN REMOTA DE LA TIERRA

Author(s): Haut Hurtado, Juan Mario Universidad de Extremadura
Published in: 2019
Publisher: Universidad de Extremadura