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ORCIDLloyd H. Hughes
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2020 – today
- 2023
[c7]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: 522-525- [c6]Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu:
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS 2023: 650-653 - [c5]Jan Pisl, Lloyd Haydn Hughes, Marc Rußwurm, Devis Tuia:
Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series. IGARSS 2023: 911-914 - 2022
- [j4]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: 1-5 (2022) - 2021
- [c4]Lloyd Haydn Hughes, Michael Schmitt:
Comparative Evaluation of Deep Learning-Based Sar-Optical Image Matching Approaches. IGARSS 2021: 423-426 - [c3]David Nagy, Zhenya Warshavsky, Lloyd Haydn Hughes:
Improved Image Aggregation for Large-Scale Cloud-Free Image Creation. IGARSS 2021: 3889-3892 - 2020
- [i5]Chunping Qiu, Lukas Liebel, Lloyd H. Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu:
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification. CoRR abs/2011.11452 (2020)
2010 – 2019
- 2019
- [j3]Lloyd Haydn Hughes, Simon Streicher, Ekaterina Chuprikova, Johan A. du Preez:
A Cluster Graph Approach to Land Cover Classification Boosting. Data 4(1): 10 (2019) - [c2]Lloyd Haydn Hughes, Nina Merkle, Tatjana Bürgmann, Stefan Auer, Michael Schmitt:
Deep Learning for SAR-Optical Image Matching. IGARSS 2019: 4877-4880 - [i4]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 abs/1906.07789 (2019) - [i3]Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd H. Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang:
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. CoRR abs/1912.12171 (2019) - 2018
- [j2]Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu:
Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN. IEEE Geosci. Remote. Sens. Lett. 15(5): 784-788 (2018) - [j1]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): 1552 (2018) - [c1]Lloyd H. Hughes, Michael Schmitt, Xiao Xiang Zhu:
Generative Adversarial Networks for Hard Negative Mining in CNN-Based SAR-Optical Image Matching. IGARSS 2018: 4391-4394 - [i2]Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu:
Identifying Corresponding Patches in SAR and Optical Images with a Pseudo-Siamese CNN. CoRR abs/1801.08467 (2018) - [i1]Michael Schmitt, Lloyd Haydn Hughes, Xiao Xiang Zhu:
The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. CoRR abs/1807.01569 (2018)
Coauthor Index
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