| 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 | 103 | 2019 |
| 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 …, 2023 | 8 | 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 | 7 | 2022 |
| 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 | 6 | 2024 |
| An Evolutionary Algorithm for fast intensity based image matching between optical and SAR imagery P Fischer, P Schuegraf, NM Merkle, T Storch ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2018 | 6 | 2018 |
| 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 | 4 | 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 | 1 | 2023 |
| Multi-branch convolutional neural network in building polygonization using remote sensing images Y Xu, P Schuegraf, K Bittner PFG–Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 1-22, 2024 | | 2024 |
| Ai-Based Building Instance Segmentation in Formal and Informal Settlements P Schuegraf, D Stiller, J Tian, T Stark, M Wurm, H Taubenböck, K Bittner IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
| 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 |
| 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 |
| Training a Fully Convolutional Neural Network with Imbalanced, Imperfect and Incomplete Data for Roof Type Segmentation P Schuegraf Hochschule München, 2021 | | 2021 |
| Automatic Building Footprint Extraction from Multi-Resolution Remote Sensing Images Using a Hybrid Fully Convolutional Neural Network P Schuegraf Hochschule München, 2019 | | 2019 |
Dr.rer. nat. Ksenia BittnerResearch Scientist at German Aerospace Center (DLR)כתובת אימייל מאומתת בדומיין dlr.de