Generative Adversarial Networks for Hard Negative Mining in CNN-Based SAR-Optical Image Matching. - Lloyd H. Hughes; Michael Schmitt 003; Xiao Xiang Zhu 001 (IGARSS, 2018)

The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. - Michael Schmitt 003; Lloyd Haydn Hughes; Xiao Xiang Zhu 001 (CoRR, 2018)

Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN. - Lloyd H. Hughes; Michael Schmitt 003; Lichao Mou; Yuanyuan Wang 002; Xiao Xiang Zhu 001 (IEEE Geosci. Remote. Sens. Lett., 2018)

Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks. - Lloyd Haydn Hughes; Michael Schmitt 003; Xiao Xiang Zhu 001 (Remote. Sens., 2018)

Deep Learning for SAR-Optical Image Matching. - Lloyd Haydn Hughes; Nina Merkle; Tatjana Bürgmann; Stefan Auer; Michael Schmitt 003 (IGARSS, 2019)

SEN12MS - A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion. - Michael Schmitt 003; Lloyd Haydn Hughes; Chunping Qiu; Xiao Xiang Zhu 001 (CoRR, 2019)

So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. - Xiao Xiang Zhu 001; Jingliang Hu; Chunping Qiu; Yilei Shi; Jian Kang 005; Lichao Mou; Hossein Bagheri; Matthias Häberle; Yuansheng Hua; Rong Huang; Lloyd H. Hughes; Hao Li 019; et al. (CoRR, 2019)

A Cluster Graph Approach to Land Cover Classification Boosting. - Lloyd Haydn Hughes; Simon Streicher; Ekaterina Chuprikova; Johan A. du Preez (Data, 2019)

Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification. - Chunping Qiu; Lukas Liebel; Lloyd H. Hughes; Michael Schmitt 003; Marco Körner 001; Xiao Xiang Zhu 001 (CoRR, 2020)

Comparative Evaluation of Deep Learning-Based Sar-Optical Image Matching Approaches. - Lloyd Haydn Hughes; Michael Schmitt 003 (IGARSS, 2021)

Improved Image Aggregation for Large-Scale Cloud-Free Image Creation. - David Nagy; Zhenya Warshavsky; Lloyd Haydn Hughes (IGARSS, 2021)

Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification. - Chunping Qiu; Lukas Liebel; Lloyd Haydn Hughes; Michael Schmitt 003; Marco Körner 001; Xiao Xiang Zhu 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. - Oleg Antropov; Matthieu Molinier; Ridvan Salih Kuzu; Lloyd H. Hughes; Marc Rußwurm; Devis Tuia; Corneliu Octavian Dumitru; Shaojia Ge; Sudipan Saha; Xiao Xiang Zhu 001 (IGARSS, 2023)

Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series. - Jan Pisl; Lloyd Haydn Hughes; Marc Rußwurm; Devis Tuia (IGARSS, 2023)

Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models. - Marc Rußwurm; Lloyd Haydn Hughes; Giorgio Pasquali; Corneliu Octavian Dumitru; Devis Tuia (IGARSS, 2023)