Gonzalo Mateo-Garcia

According to our database, Gonzalo Mateo-Garcia authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models.

César Aybar, Gonzalo Mateo-García, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

AI for operational methane emitter monitoring from space.

Anna Vaughan, Gonzalo Mateo-Garcia, Itziar Irakulis-Loitxate, Marc Watine, Pablo Fernandez-Poblaciones, Richard E. Turner, James Requeima, Javier Gorroño, Cynthia Randles, Manfredi Caltagirone, Claudio Cifarelli

CoRR, 2024

Live Twinning: A Vision of ML Enabled Assets in Leo for Rapid Response to Natural Catastrophes.

James Parr, Giacomo Acciarini, Chris Bridges, Gonzalo Mateo-Garcia, Enrique Portales Julia, Cormac Purcell, Vít Ruzicka, Anne Spalding, Josh Veitch-Michaelis

Proceedings of the IGARSS 2024, 2024

2023

Fast Model Inference and Training On-Board of Satellites.

Vít Ruzicka, Gonzalo Mateo-García, Chris Bridges, Chris Brunskill, Cormac Purcell, Nicolas Longépé, Andrew Markham

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators.

Gonzalo Mateo-García, César Aybar, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Lessons Learned From Cloudsen12 Dataset: Identifying Incorrect Annotations in Cloud Semantic Segmentation Datasets.

César Aybar, David Montero, Gonzalo Mateo-García, Luis Gómez-Chova

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V Images for Cloud Detection.

Gonzalo Mateo-García, Valero Laparra, Dan López-Puigdollers, Luis Gómez-Chova

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Benchmarking Deep Learning Models for Cloud Detection in Landsat-8 and Sentinel-2 Images.

Dan López-Puigdollers, Gonzalo Mateo-García, Luis Gómez-Chova

Remote. Sens., 2021

Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation.

Muhammed Razzak, Gonzalo Mateo-Garcia, Luis Gómez-Chova, Yarin Gal, Freddie Kalaitzis

CoRR, 2021

Unsupervised Change Detection of Extreme Events Using ML On-Board.

Vít Ruzicka, Anna Vaughan, Daniele De Martini, James Fulton, Valentina Salvatelli, Chris Bridges, Gonzalo Mateo-Garcia, Valentina Zantedeschi

CoRR, 2021

2020

Estimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations.

Aleksandra Wolanin, Gustau Camps-Valls, Luis Gómez-Chova, Gonzalo Mateo-García, Christiaan van der Tol, Yongguang Zhang, Luis Guanter

CoRR, 2020

Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion.

Dolores Garcia, Gonzalo Mateo-Garcia, Hannes Bernhardt, Ron Hagensieker, Ignacio G. Lopez Francos, Jonathan Stock, Guy Schumann, Kevin Dobbs, Freddie Kalaitzis

CoRR, 2020

2019

Flood Detection On Low Cost Orbital Hardware.

Gonzalo Mateo-Garcia, Silviu Oprea, Lewis Smith, Josh Veitch-Michaelis, Guy Schumann, Yarin Gal, Atilim Günes Baydin, Dietmar Backes

CoRR, 2019

Domain Adaptation of Landsat-8 and Proba-V Data Using Generative Adversarial Networks for Cloud Detection.

Gonzalo Mateo-García, Valero Laparra, Luis Gómez-Chova

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Convolutional Long Short-Term Memory Network for Multitemporal Cloud Detection Over Landmarks.

Gonzalo Mateo-Garcia, José E. Adsuara, Adrián Pérez-Suay, Luis Gómez-Chova

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data.

Ana B. Ruescas, Martin Hieronymi, Gonzalo Mateo-Garcia, Sampsa S. Koponen, Kari Y. Kallio, Gustau Camps-Valls

Remote. Sens., 2018

Multitemporal Cloud Masking in the Google Earth Engine.

Gonzalo Mateo-Garcia, Luis Gómez-Chova, Julia Amorós-López, Jordi Muñoz-Marí, Gustau Camps-Valls

Remote. Sens., 2018

Retrieval of Case 2 Water Quality Parameters with Machine Learning.

Ana B. Ruescas, Gonzalo Mateo-Garcia, Gustau Camps-Valls, Martin Hieronymi

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Optimizing Kernel Ridge Regression for Remote Sensing Problems.

Gonzalo Mateo-Garcia, Valero Laparra, Luis Gómez-Chova

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Convolutional Neural Networks for Cloud Screening: Transfer Learning from Landsat-8 to Proba-V.

Gonzalo Mateo-Garcia, Luis Gómez-Chova

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Fair Kernel Learning.

Adrián Pérez-Suay, Valero Laparra, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova, Gustau Camps-Valls

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Proba-V cloud detection Round Robin: Validation results and recommendations.

R. Q. Iannone, Fabrizio Niro, Philippe Goryl, Steffen Dransfeld, Bianca Hoersch, Kerstin Stelzer, Grit Kirches, M. Paperin, Carsten Brockmann, Luis Gómez-Chova, Gonzalo Mateo-Garcia, Rene Preusker, Jürgen Fischer, Umberto Amato, Carmine Serio, Ute Gangkofner, Béatrice Berthelot, Marian-Daniel Iordache, Luc Bertels, Erwin Wolters, Wouter Dierckx, Iskander Benhadj, Else Swinnen

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

Cloud detection on the Google Earth engine platform.

Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Convolutional neural networks for multispectral image cloud masking.

Gonzalo Mateo-Garcia, Luis Gómez-Chova, Gustau Camps-Valls

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Cloud detection machine learning algorithms for PROBA-V.

Luis Gómez-Chova, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Gustau Camps-Valls

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017