Global flood extent segmentation in optical satellite images

por Portalés-Julià, Enrique, Mateo-García, Gonzalo, Purcell, Cormac, Gómez-Chova, Luis
Publicado 2023

Semantic segmentation of methane plumes with hyperspectral machine learning models

por Růžička, Vít, Mateo-Garcia, Gonzalo, Gómez-Chova, Luis, Vaughan, Anna, Guanter, Luis, Markham, Andrew
Publicado 2023

RaVÆn: unsupervised change detection of extreme events using ML on-board satellites

por Růžička, Vít, Vaughan, Anna, De Martini, Daniele, Fulton, James, Salvatelli, Valentina, Bridges, Chris, Mateo-Garcia, Gonzalo, Zantedeschi, Valentina
Publicado 2022

Towards global flood mapping onboard low cost satellites with machine learning

por Mateo-Garcia, Gonzalo, Veitch-Michaelis, Joshua, Smith, Lewis, Oprea, Silviu Vlad, Schumann, Guy, Gal, Yarin, Baydin, Atılım Güneş, Backes, Dietmar
Publicado 2021

In-orbit demonstration of a re-trainable machine learning payload for processing optical imagery

por Mateo-Garcia, Gonzalo, Veitch-Michaelis, Josh, Purcell, Cormac, Longepe, Nicolas, Reid, Simon, Anlind, Alice, Bruhn, Fredrik, Parr, James, Mathieu, Pierre Philippe
Publicado 2023

CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2

por Aybar, Cesar, Ysuhuaylas, Luis, Loja, Jhomira, Gonzales, Karen, Herrera, Fernando, Bautista, Lesly, Yali, Roy, Flores, Angie, Diaz, Lissette, Cuenca, Nicole, Espinoza, Wendy, Prudencio, Fernando, Llactayo, Valeria, Montero, David, Sudmanns, Martin, Tiede, Dirk, Mateo-García, Gonzalo, Gómez-Chova, Luis
Publicado 2022