| Vectorizing historical maps with topological consistency: A hybrid approach using transformers and contour-based instance segmentation X Xia, T Zhang, M Heitzler, L Hurni International Journal of Applied Earth Observation and Geoinformation 129 …, 2024 | | 2024 |
| Identifying anthropogenic legacy in freshwater ecosystems M Antonelli, P Laube, M Doering, V Scherelis, S Wu, L Hurni, M Heitzler, ... Wiley Interdisciplinary Reviews: Water, e1729, 2024 | 1 | 2024 |
| A novel framework for road vectorization and classification from historical maps based on deep learning and symbol painting C Jiao, M Heitzler, L Hurni Computers, Environment and Urban Systems 108, 102060, 2024 | 4 | 2024 |
| Inferring implicit 3D representations from human figures on pictorial maps R Schnürer, AC Öztireli, M Heitzler, R Sieber, L Hurni Cartography and Geographic Information Science 51 (1), 97-113, 2024 | 2 | 2024 |
| Domain adaptation in segmenting historical maps: A weakly supervised approach through spatial co-occurrence S Wu, K Schindler, M Heitzler, L Hurni ISPRS Journal of Photogrammetry and Remote Sensing 197, 199-211, 2023 | 3 | 2023 |
| If Van Gogh or Picasso Painted Maps Explorations of Neural Style Transfer Applied to Maps S Wu, P Chandran, M Heitzler, L Hurni | | 2023 |
| Leveraging uncertainty estimation and spatial pyramid pooling for extracting hydrological features from scanned historical topographic maps S Wu, M Heitzler, L Hurni GIScience & Remote Sensing 59 (1), 200-214, 2022 | 14 | 2022 |
| Unsupervised historical map registration by a deformation neural network S Wu, R Schnürer, M Heitzler, L Hurni Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for …, 2022 | 4 | 2022 |
| Instance segmentation, body part parsing, and pose estimation of human figures in pictorial maps R Schnürer, A Cengiz Öztireli, M Heitzler, R Sieber, L Hurni International Journal of Cartography 8 (3), 291-307, 2022 | 2 | 2022 |
| A fast and effective deep learning approach for road extraction from historical maps by automatically generating training data with symbol reconstruction C Jiao, M Heitzler, L Hurni International Journal of Applied Earth Observation and Geoinformation 113 …, 2022 | 16 | 2022 |
| Terrain Segmentation Using a U-Net for Improved Relief Shading M Farmakis-Serebryakova, M Heitzler, L Hurni ISPRS International Journal of Geo-Information 11 (7), 395, 2022 | 4 | 2022 |
| A closer look at segmentation uncertainty of scanned historical maps S Wu, M Heitzler, L Hurni XXIV ISPRS Congress “Imaging today, foreseeing tomorrow”, Commission IV 43 …, 2022 | 4 | 2022 |
| CNN-Based template matching for detecting features from historical maps X Xia, M Heitzler, L Hurni International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 4 | 2022 |
| A Novel Data Augmentation Method to Enhance the Training Dataset for Road Extraction from Historical Maps C Jiao, M Heitzler, L Hurni ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022 | 5 | 2022 |
| Eduard: beautiful relief shading with neural networks B Jenny, D Singh, M Heitzler, M Farmakis, L Hurni 42nd North American Cartographic Information Society Annual Meeting (NACIS 2022), 2022 | | 2022 |
| Neural networks for generalized relief shading, contour lines and coastlines B Jenny, D Singh, B Walker, T Patterson, M Heitzler, ... AUTOCARTO 2022 Presentations, 2022 | 1 | 2022 |
| Evaluating resilience enhancing interventions for transport networks subjected to floods using simulations: Example of flood protection wall H Nasrazadani, BT Adey, M Heitzler, S Moghtadernejad, A Alipour Proceedings of the 3rd International Conference on Natural Hazards and …, 2022 | 2 | 2022 |
| GeoVITe M Heitzler, R Walt Landschaften des Wissens, 106-117, 2022 | | 2022 |
| Inferring Implicit 3D Representations from Human Figures on Pictorial Maps R Schnürer, AC Öztireli, M Heitzler, R Sieber, L Hurni Abstracts of the ICA 3, 262, 2021 | | 2021 |
| Utilizing convolutional neural networks to extract road features from Swiss historical maps C Jiao, M Heitzler, L Hurni Abstracts of the ICA 3, 1-2, 2021 | 1 | 2021 |
