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Marco Körner
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Towards multi-class object detection in unconstrained remote sensing imagery
SM Azimi, E Vig, R Bahmanyar, M Körner, P Reinartz
Asian conference on computer vision, 150-165, 2018
3612018
Building instance classification using street view images
J Kang, M Körner, Y Wang, H Taubenböck, XX Zhu
ISPRS Journal of Photogrammetry and Remote Sensing 145, 44-59, 2018
3182018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders
M Rußwurm, M Körner
ISPRS International Journal of Geo-Information 7 (4), 129, 2018
2942018
Temporal Vegetation Modelling using Long Short-Term Memory Networks for Crop Identification from Medium-Resolution Multi-Spectral Satellite Images
M Rußwurm, M Körner
Proceedings of the IEEE/ISPRS Workshop on Large Scale Computer Vision for …, 2017
2352017
Self-attention for raw optical satellite time series classification
M Rußwurm, M Körner
ISPRS Journal of Photogrammetry and Remote Sensing 169, 421-435, 2020
2342020
Auxiliary Tasks in Multi-task Learning
L Liebel, M Körner
arXiv preprint arXiv:1805.06334, 2018
2332018
Single-image super resolution for multispectral remote sensing data using convolutional neural networks
L Liebel, M Körner
ISPRS-International Archives of the Photogrammetry, Remote Sensing and …, 2016
1512016
Evaluation of CNN-based single-image depth estimation methods
T Koch, L Liebel, F Fraundorfer, M Körner
European Conference on Computer Vision, 331-348, 2018
1282018
Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks
K Bittner, F Adam, S Cui, M Körner, P Reinartz
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
1282018
Aerial LaneNet: Lane-marking semantic segmentation in aerial imagery using wavelet-enhanced cost-sensitive symmetric fully convolutional neural networks
SM Azimi, P Fischer, M Körner, P Reinartz
IEEE Transactions on Geoscience and Remote Sensing 57 (5), 2920-2938, 2018
1132018
Meta-Learning for Few-Shot Land Cover Classification
M Rußwurm, S Wang, M Körner, D Lobell
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
982020
FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing GANs
S Aigner, M Körner
arXiv preprint arXiv:1810.01325, 2018
972018
Multi-temporal land cover classification with long short-term memory neural networks
M Rußwurm, M Körner
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017
952017
BreizhCrops: A Time Series Dataset for Crop Type Mapping
M Rußwurm, C Pelletier, M Zollner, S Lefèvre, M Körner
arXiv preprint arXiv:1905.11893, 2019
852019
Data association for multi-object tracking-by-detection in multi-camera networks
M Bredereck, X Jiang, M Körner, J Denzler
2012 Sixth International Conference on Distributed Smart Cameras (ICDSC), 1-6, 2012
802012
Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction
T Koch, M Körner, F Fraundorfer
Remote Sensing 11 (13), 1550, 2019
692019
Towards hybrid modeling of the global hydrological cycle
B Kraft, M Jung, M Körner, S Koirala, M Reichstein
Hydrology and Earth System Sciences Discussions 2021, 1-40, 2021
632021
Meta-Learning For Few-Shot Time Series Classification
S Wang, M Rußwurm, M Körner, DB Lobell
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 0
54*
Convolutional LSTMs for cloud-robust segmentation of remote sensing imagery
M Rußwurm, M Körner
arXiv preprint arXiv:1811.02471, 2018
482018
End-to-end learning for early classification of time series
M Rußwurm, S Lefèvre, N Courty, R Emonet, M Körner, R Tavenard
arXiv preprint arXiv:1901.10681, 2019
432019
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