Следене
Dr.rer. nat. Ksenia Bittner
Dr.rer. nat. Ksenia Bittner
Research Scientist at German Aerospace Center (DLR)
Потвърден имейл адрес: dlr.de
Заглавие
Позовавания
Позовавания
Година
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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