Gonzalo Mateo-Garcia

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 16

Top Topics

Machine Learning

Convolutional Neural Networks

Top Venues

Publications

Muhammed Razzak, Gonzalo Mateo-Garcia, Luis Gómez-Chova, Yarin Gal, Freddie Kalaitzis
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation. CoRR (2021)
Vít Ruzicka, Anna Vaughan, Daniele De Martini, James Fulton, Valentina Salvatelli, Chris Bridges, Gonzalo Mateo-Garcia, Valentina Zantedeschi
Unsupervised Change Detection of Extreme Events Using ML On-Board. CoRR (2021)
Ana B. Ruescas, Gonzalo Mateo-Garcia, Gustau Camps-Valls, Martin Hieronymi
Retrieval of Case 2 Water Quality Parameters with Machine Learning. CoRR (2020)
Dolores Garcia, Gonzalo Mateo-Garcia, Hannes Bernhardt, Ron Hagensieker, Ignacio G. Lopez Francos, Jonathan Stock, Guy Schumann, Kevin Dobbs, Freddie Kalaitzis
Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion. CoRR (2020)
Gonzalo Mateo-Garcia, Silviu Oprea, Lewis Smith, Josh Veitch-Michaelis, Guy Schumann, Yarin Gal, Atilim Günes Baydin, Dietmar Backes
Flood Detection On Low Cost Orbital Hardware. CoRR (2019)
Gonzalo Mateo-Garcia, José E. Adsuara, Adrián Pérez-Suay, Luis Gómez-Chova
Convolutional Long Short-Term Memory Network for Multitemporal Cloud Detection Over Landmarks. IGARSS (2019)
Gonzalo Mateo-Garcia, Valero Laparra, Luis Gómez-Chova
Optimizing Kernel Ridge Regression for Remote Sensing Problems. IGARSS (2018)
Ana B. Ruescas, Martin Hieronymi, Gonzalo Mateo-Garcia, Sampsa S. Koponen, Kari Y. Kallio, Gustau Camps-Valls
Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data. Remote. Sens. 10 (5) (2018)
Gonzalo Mateo-Garcia, Luis Gómez-Chova
Convolutional Neural Networks for Cloud Screening: Transfer Learning from Landsat-8 to Proba-V. IGARSS (2018)
Ana B. Ruescas, Gonzalo Mateo-Garcia, Gustau Camps-Valls, Martin Hieronymi
Retrieval of Case 2 Water Quality Parameters with Machine Learning. IGARSS (2018)
Gonzalo Mateo-Garcia, Luis Gómez-Chova, Julia Amorós-López, Jordi Muñoz-Marí, Gustau Camps-Valls
Multitemporal Cloud Masking in the Google Earth Engine. Remote. Sens. 10 (7) (2018)
Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova
Cloud detection on the Google Earth engine platform. IGARSS (2017)
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
Proba-V cloud detection Round Robin: Validation results and recommendations. MultiTemp (2017)
Adrián Pérez-Suay, Valero Laparra, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Luis Gómez-Chova, Gustau Camps-Valls
Fair Kernel Learning. ECML/PKDD (1) (2017)
Gonzalo Mateo-Garcia, Luis Gómez-Chova, Gustau Camps-Valls
Convolutional neural networks for multispectral image cloud masking. IGARSS (2017)
Luis Gómez-Chova, Gonzalo Mateo-Garcia, Jordi Muñoz-Marí, Gustau Camps-Valls
Cloud detection machine learning algorithms for PROBA-V. IGARSS (2017)