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Dr.rer. nat. Ksenia Bittner
Dr.rer. nat. Ksenia Bittner
Research Scientist at German Aerospace Center (DLR)
Verified email at dlr.de
Title
Cited by
Cited by
Year
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
1212018
Building extraction from remote sensing data using fully convolutional networks
K Bittner, S Cui, P Reinartz
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017
942017
Automatic building footprint extraction from multi-resolution remote sensing images using a hybrid FCN
P Schuegraf, K Bittner
ISPRS International Journal of Geo-Information 8 (4), 191, 2019
862019
Machine-learned regularization and polygonization of building segmentation masks
S Zorzi, K Bittner, F Fraundorfer
2020 25th International Conference on Pattern Recognition (ICPR), 3098-3105, 2021
522021
DSM-to-LoD2: Spaceborne stereo digital surface model refinement
K Bittner, P d’Angelo, M Körner, P Reinartz
Remote Sensing 10 (12), 1926, 2018
412018
Machine-learned 3D building vectorization from satellite imagery
Y Wang, S Zorzi, K Bittner
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
212021
A generalized multi-task learning approach to stereo DSM filtering in urban areas
L Liebel, K Bittner, M Körner
ISPRS Journal of Photogrammetry and Remote Sensing 166, 213-227, 2020
172020
Multi-task cgan for simultaneous spaceborne dsm refinement and roof-type classification
K Bittner, M Körner, F Fraundorfer, P Reinartz
Remote Sensing 11 (11), 1262, 2019
152019
Automatic large-scale 3d building shape refinement using conditional generative adversarial networks
K Bittner, M Korner
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
152018
Combining deep and shallow neural networks with ad hoc detectors for the classification of complex multi-modal urban scenes
D Cerra, M Pato, E Carmona, SM Azimi, J Tian, R Bahmanyar, F Kurz, ...
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
122018
DSM building shape refinement from combined remote sensing images based on WNET-CGANS
K Bittner, M Körner, P Reinartz
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
112019
Late or earlier information fusion from depth and spectral data? large-scale digital surface model refinement by hybrid-cgan
K Bittner, P Reinartz, M Korner
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
112019
Long-short skip connections in deep neural networks for dsm refinement
K Bittner, L Liebel, M Körner, P Reinartz
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020
92020
Building section instance segmentation with combined classical and deep learning methods
P Schuegraf, J Schnell, C Henry, K Bittner
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022
62022
Map-repair: Deep cadastre maps alignment and temporal inconsistencies fix in satellite images
S Zorzi, K Bittner, F Fraundorfer
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
52020
3D semantic segmentation from multi-view optical satellite images
P d’Angelo, D Cerra, SM Azimi, N Merkle, J Tian, S Auer, M Pato, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
52019
Deep Learning for the Automatic Division of Building Constructions into Sections on Remote Sensing Images
P Schuegraf, S Zorzi, F Fraundorfer, K Bittner
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
12023
Stepwise refinement of low resolution labels for earth observation data: Part 1
D Cerra, N Merkle, C Henry, K Alonso, P d’Angelo, S Auer, R Bahmanyar, ...
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
12020
Evaluating Convnet and Transformer Based Self-Supervised Algorithms for Building Roof Form Classification
G Mutreja, K Bittner
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2023
2023
ROOF3D: a Real and Synthetic Data Collection for Individual Building Roof Plane and Building Sections Detection
P Schuegraf, M Fuentes Reyes, Y Xu, K Bittner
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2023
2023
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