| Survey on unsupervised domain adaptation for semantic segmentation for visual perception in automated driving M Schwonberg, J Niemeijer, JA Termöhlen, NM Schmidt, H Gottschalk, ... IEEE Access 11, 54296-54336, 2023 | 32 | 2023 |
| Best practices in active learning for semantic segmentation S Mittal, J Niemeijer, JP Schäfer, T Brox DAGM German Conference on Pattern Recognition, 427-442, 2023 | 26* | 2023 |
| Generalization by adaptation: Diffusion-based domain extension for domain-generalized semantic segmentation J Niemeijer, M Schwonberg, JA Termöhlen, NM Schmidt, T Fingscheidt Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 19 | 2024 |
| Deep neural networks for railway switch detection and classification using onboard camera images K Jahan, J Niemeijer, N Kornfeld, M Roth 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01-07, 2021 | 17 | 2021 |
| A review of neural network based semantic segmentation for scene understanding in context of the self driving car J Niemeijer, P Pekezou Fouopi, S Knake-Langhorst, E Barth Student Conference on Medical Engineering Science, 2017 | 14 | 2017 |
| Traffic Safety at German Roundabouts—A Replication Study A Leich, J Fuchs, G Srinivas, J Niemeijer, P Wagner Safety 8 (3), 50, 2022 | 9 | 2022 |
| Domain adaptation and generalization: A low-complexity approach J Niemeijer, JP Schäfer 6th Annual Conference on Robot Learning, 2022 | 8 | 2022 |
| Combining semantic self-supervision and self-training for domain adaptation in semantic segmentation J Niemeijer, JP Schäfer 2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops), 364-371, 2021 | 6 | 2021 |
| A system for image-based non-line-of-sight detection using convolutional neural networks C Böker, J Niemeijer, N Wojke, C Meurie, Y Cocheril 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 535-540, 2019 | 4 | 2019 |
| Comparison of anatomical priors for learning-based neural network guidance for mediastinal lymph node segmentation S Engelson, J Ehrhardt, T Kepp, J Niemeijer, S Schierholz, L Berkel, ... Medical Imaging 2024: Computer-Aided Diagnosis 12927, 357-362, 2024 | 3 | 2024 |
| Synthetic Dataset Acquisition for a Specific Target Domain J Niemeijer, S Mittal, T Brox Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 2 | 2023 |
| TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification: Leveraging Epistemic Uncertainty to Improve Model Performance J Niemeijer, J Ehrhardt, H Uzunova, H Handels International Workshop on Simulation and Synthesis in Medical Imaging, 69-78, 2024 | 1 | 2024 |
| LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas S Engelson, J Ehrhardt, T Kepp, J Niemeijer, H Handels arXiv preprint arXiv:2406.03984, 2024 | 1 | 2024 |
| Reducing the impact of domain shift in deep learning for OCT segmentation using image manipulations MS Seibel, J Niemeijer, M Rowedder, H Sudkamp, T Kepp, G Hüttmann, ... Medical Imaging 2024: Computer-Aided Diagnosis 12927, 293-302, 2024 | 1 | 2024 |
| Overcoming the sensor delta for semantic segmentation in OCT images J Niemeijer, J Ehrhardt, T Kepp, JP Schäfer, H Handels Medical Imaging 2023: Computer-Aided Diagnosis 12465, 217-223, 2023 | 1 | 2023 |
| An Approach for Fusing Two Training-Datasets with Partially Overlapping Classes J Niemeijer, F Battistella, G Srinivas, A Leich 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 73-79, 2023 | 1 | 2023 |
| Holistische Szenenmodellierung und-Interpretation basierend auf subsymbolischen, symbolischen und probabilistischen Methoden P Pekezou Fouopi, G Srinivas, S Knake-Langhorst, F Köster, J Niemeijer | 1 | 2018 |
| Analyse mediastinaler Lymphknoten mittels neuronaler Netze: Ein Vergleich von zusätzlichen Eingabebildern mit anatomischem Vorwissen zur verbesserten Fokussierung des Netzwerks Y Elser, S Schierholz, M Sieren, S Engelson, L Berkel, J Ehrhardt, ... RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2024 | | 2024 |
| Check for Best Practices in Active Learning for Semantic Segmentation S Mittal¹, J Niemeijer, JP Schäfer, T Brox¹ Pattern Recognition: 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg …, 2024 | | 2024 |
| Efficient Generation and Utilization of Synthetic Data For Training Vehicle Perception Systems J Niemeijer, F Andert, S Mittal, T Brox | | 2023 |
Thomas BroxUniversity of Freiburgcs.uni-freiburg.de의 이메일 확인됨
