Lloyd Hughes
Technische Universität München
H-index: 13
Europe-Germany
Top articles of Lloyd Hughes
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Mapping drivers of tropical forest loss with satellite image time series and machine learning | Environmental Research Letters | Jan Pisl Marc Rußwurm Lloyd Hughes Gaston Lenczner Linda See | 2024/4/29 |
On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning | arXiv preprint arXiv:2401.02989 | Robin Zbinden Nina van Tiel Benjamin Kellenberger Lloyd Hughes Devis Tuia | 2024/1/3 |
Text as a richer source of supervision in semantic segmentation tasks | Valerie Zermatten Javiera Castillo Navarro Lloyd Hughes Tobias Kellenberger Devis Tuia | 2023/7/16 | |
Sensor-agnostic Deep Learning of Coastal Ocean Chlorophyll-a | Lloyd Hughes Devis Tuia Marie Smith Lisl Lain | 2023/9/1 | |
Exploring neural networks and their potential for species distribution modeling | Robin Zbinden Nina Marion Aurélia Van Tiel Benjamin Alexander Kellenberger Lloyd Hughes Devis Tuia | 2023/4/1 | |
An Unsupervised Method for the Detection of and Tracking of Targets in Spotlight Mode SAR Images | Shaunak De Kat Jensen Victor Cazcarra-Bes Nestor Yague Davide Castelletti | 2023/7/16 | |
RepreSent: Non-supervised Representation Learning for Sentinels | Corneliu Octavian Dumitru Ridvan Salih Kuzu Lloyd Hughes Marc Russwurm Devis Tuia | 2023 | |
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management | Oleg Antropov Matthieu Molinier Rıdvan Salih Kuzu Lloyd Hughes Marc Rußwurm | 2023/7/16 | |
Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series | Jan Pisl Lloyd Haydn Hughes Marc Rußwurm Devis Tuia | 2023/7/16 | |
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 | 2023/7/16 | |
Flood Monitoring with X-Band and C-Band SAR: A Case Study of the 2021 British Columbia Floods | Kat Jensen Shaunak De Lloyd Hughes Ganesh Yalla | 2022/7/17 | |
Single collect flood mapping from vhr x-band data supervised solely by ancillary data | Shaunak De Kat Jensen Lloyd Hughes David Ruiz Davide Castelletti | 2022/7/17 | |
Fully unsupervised bi-temporal change detection framework for vhr sar | Shaunak De Lloyd Hughes Davide Castelletti Ganesh Yalla | 2021/7/11 | |
Comparative evaluation of deep learning-based SAR-optical image matching approaches | Lloyd Haydn Hughes Michael Schmitt | 2021/7/11 | |
Improved Image Aggregation for Large-Scale Cloud-Free Image Creation | David Nagy Zhenya Warshavsky Lloyd Haydn Hughes | 2021/7/11 | |
Exploiting Aerial Imagery for Supervised Learning of SAR Despeckling Neural Networks | Lloyd Hughes Shaunak De Davide Castelletti Ganesh Yalla | 2021/7/11 | |
So2Sat LCZ42: A benchmark data set for the classification of global local climate zones [Software and Data Sets] | IEEE Geoscience and Remote Sensing Magazine | Xiao Xiang Zhu Jingliang Hu Chunping Qiu Yilei Shi Jian Kang | 2020/2/26 |
Deep learning for matching high-resolution SAR and optical imagery | Lloyd Haydn Hughes | 2020 | |
Multitask learning for human settlement extent regression and local climate zone classification | IEEE Geoscience and Remote Sensing Letters | Chunping Qiu Lukas Liebel Lloyd Haydn Hughes Michael Schmitt Marco Körner | 2020/11/24 |
A deep learning framework for matching of SAR and optical imagery | ISPRS Journal of Photogrammetry and Remote Sensing | Lloyd Haydn Hughes Diego Marcos Sylvain Lobry Devis Tuia Michael Schmitt | 2020/11/1 |
