Lloyd Haydn Hughes

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Jan Pisl, Lloyd Haydn Hughes, Marc Rußwurm, Devis Tuia
Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series. IGARSS (2023)
Marc Rußwurm, Lloyd Haydn Hughes, Giorgio Pasquali, Corneliu Octavian Dumitru, Devis Tuia
Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models. IGARSS (2023)
Chunping Qiu, Lukas Liebel, Lloyd Haydn Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
David Nagy, Zhenya Warshavsky, Lloyd Haydn Hughes
Improved Image Aggregation for Large-Scale Cloud-Free Image Creation. IGARSS (2021)
Lloyd Haydn Hughes, Michael Schmitt
Comparative Evaluation of Deep Learning-Based Sar-Optical Image Matching Approaches. IGARSS (2021)
Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann, Stefan Auer, Michael Schmitt
Deep Learning for SAR-Optical Image Matching. IGARSS (2019)
Lloyd Haydn Hughes, Simon Streicher, Ekaterina Chuprikova, Johan A. du Preez
A Cluster Graph Approach to Land Cover Classification Boosting. Data 4 (1) (2019)
Michael Schmitt, Lloyd Haydn Hughes, Chunping Qiu, Xiao Xiang Zhu
SEN12MS - A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion. CoRR (2019)
Lloyd Haydn Hughes, Michael Schmitt, Xiao Xiang Zhu
Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks. Remote. Sens. 10 (10) (2018)
Michael Schmitt, Lloyd Haydn Hughes, Xiao Xiang Zhu
The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. CoRR (2018)