| Unit-level LoD2 Building Reconstruction from Satellite-derived Digital Surface Model and Orthophoto S Gui, P Schuegraf, K Bittner, R Qin ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024 | | 2024 |
| Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network D Panangian, K Bittner ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024 | | 2024 |
| PLANES4LOD2: Reconstruction of LoD-2 building models using a depth attention-based fully convolutional neural network P Schuegraf, J Shan, K Bittner ISPRS Journal of Photogrammetry and Remote Sensing 211, 425-437, 2024 | 1 | 2024 |
| Rectilinear Building Footprint Regularization Using Deep Learning P Schuegraf, Z Li, J Tian, J Shan, K Bittner ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024 | | 2024 |
| SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image-to-Image Translation while Maintaining Stereo Constraint V Venkatesan, D Panangian, MF Reyes, K Bittner Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | | 2024 |
| 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 | 1 | 2023 |
| DSM2DTM: An End-to-End Deep Learning Approach for Digital Terrain Model Generation K Bittner, S Zorzi, T Krauß, P d’Angelo ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2023 | 1 | 2023 |
| 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 | 3 | 2023 |
| Vertex Aided Building Polygonization from Satellite Imagery Applying Deep Learning Y Xu, P Schuegraf, K Bittner 2023 Joint Urban Remote Sensing Event (JURSE), 1-4, 2023 | | 2023 |
| 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 | 6 | 2022 |
| 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 | 60 | 2021 |
| 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 | 24 | 2021 |
| GAN-Generated Elevation Models in Computational Fluid Dynamics: A Feasibility Study for Complex Urban Terrain M Langheinrich, K Bittner, P Reinartz IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | | 2020 |
| 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 | 1 | 2020 |
| 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 | 6 | 2020 |
| 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 | 11 | 2020 |
| 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 | 17 | 2020 |
| Building Information Extraction and Refinement from VHR Satellite Imagery Using Deep Learning Techniques K Bittner University of Osnabrück, 2020 | | 2020 |
| 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 | 6 | 2019 |
