Lloyd Hughes
Title
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Cited by
Year
Identifying corresponding patches in SAR and optical images with a pseudo-siamese CNN
LH Hughes, M Schmitt, L Mou, Y Wang, XX Zhu
IEEE Geoscience and Remote Sensing Letters 15 (5), 784-788, 2018
942018
SEN12MS--A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion
M Schmitt, LH Hughes, C Qiu, XX Zhu
arXiv preprint arXiv:1906.07789, 2019
832019
The SEN1-2 dataset for deep learning in SAR-optical data fusion
M Schmitt, LH Hughes, XX Zhu
arXiv preprint arXiv:1807.01569, 2018
742018
Mining hard negative samples for SAR-optical image matching using generative adversarial networks
LH Hughes, M Schmitt, XX Zhu
Remote Sensing 10 (10), 1552, 2018
292018
So2Sat LCZ42: A benchmark dataset for global local climate zones classification
XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Häberle, Y Hua, ...
arXiv preprint arXiv:1912.12171, 2019
282019
Aggregating cloud-free Sentinel-2 images with Google earth engine
M Schmitt, L Hughes, C Qiu, XX Zhu
PIA19: Photogrammetric Image Analysis, 145-152, 2019
232019
So2Sat LCZ42: a benchmark data set for the classification of global local climate zones [Software and Data Sets]
XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Haberle, Y Hua, ...
IEEE Geoscience and Remote Sensing Magazine 8 (3), 76-89, 2020
152020
Deep learning for SAR-optical image matching
LH Hughes, N Merkle, T Bürgmann, S Auer, M Schmitt
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
142019
Colorizing sentinel-1 sar images using a variational autoencoder conditioned on sentinel-2 imagery
M Schmitt, L Hughes, M Körner, XX Zhu
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2018
142018
A deep learning framework for matching of SAR and optical imagery
LH Hughes, D Marcos, S Lobry, D Tuia, M Schmitt
ISPRS Journal of Photogrammetry and Remote Sensing 169, 166-179, 2020
132020
A SEMI-SUPERVISED APPROACH TO SAR-OPTICAL IMAGE MATCHING.
LH Hughes, M Schmitt
ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences 4, 2019
72019
Enhancing mobile camera pose estimation through the inclusion of sensors
LH Hughes
Stellenbosch: Stellenbosch University, 2014
52014
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification
C Qiu, L Liebel, LH Hughes, M Schmitt, M Körner, XX Zhu
IEEE Geoscience and Remote Sensing Letters, 2020
42020
Investigation of joint visibility between SAR and optical images of urban environments
L Hughes, S Auer, M Schmitt
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2018
32018
A Cluster Graph Approach to Land Cover Classification Boosting
LH Hughes, S Streicher, E Chuprikova, J Du Preez
Data 4 (1), 2019
22019
Evolutionary Based Approach to Modal Parameter Identification
K Soal, R Volkmar, LH Hughes, Y Govers, M Böswald
IOMAC 2019 - 8th International Operational Modal Analysis Conference, 2019
12019
Automated optimization of output only modal parameter identification
R Volkmar, K Soal, LH Hughes, Y Govers, M Böswald
IOMAC 2019 - 8th International Operational Modal Analysis Conference, 2019
12019
Generative Adversarial Networks for Hard Negative Mining in CNN-based SAR-Optical Image Matching
LH Hughes, M Schmitt, XX Zhu
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
12018
Exploiting Aerial Imagery for Supervised Learning of SAR Despeckling Neural Networks
L Hughes, S De, D Castelletti, G Yalla
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3165 …, 2021
2021
Fully Unsupervised Bi-Temporal Change Detection Framework for VHR SAR
S De, L Hughes, D Castelletti, G Yalla
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 184-187, 2021
2021
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