Prediction error meta classification in semantic segmentation: Detection via aggregated dispersion measures of softmax probabilities M Rottmann, P Colling, TP Hack, R Chan, F Hüger, P Schlicht, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020 | 83 | 2020 |
Metabox+: A new region based active learning method for semantic segmentation using priority maps P Colling, L Roese-Koerner, H Gottschalk, M Rottmann arXiv preprint arXiv:2010.01884, 2020 | 25 | 2020 |
Fake it, mix it, segment it: Bridging the domain gap between lidar sensors F Hasecke, P Colling, A Kummert arXiv preprint arXiv:2212.09517, 2022 | 5 | 2022 |
HD lane map generation based on trail map aggregation P Colling, D Müller, M Rottmann 2022 IEEE Intelligent Vehicles Symposium (IV), 600-606, 2022 | 2 | 2022 |
False positive detection and prediction quality estimation for lidar point cloud segmentation P Colling, M Rottmann, L Roese-Koerner, H Gottschalk 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 2 | 2021 |
Uncertainty Quantification and its Applications for Multimodal Semantic Segmentation P Colling Dissertation, Wuppertal, Bergische Universität, 2022, 2022 | 1 | 2022 |
LMD: Light-Weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds T Riedlinger, M Schubert, S Penquitt, JM Kezmann, P Colling, K Kahl, ... DAGM German Conference on Pattern Recognition, 85-99, 2023 | | 2023 |
Prediction Quality Meta Regression and Error Meta Classification for Segmented Lidar Point Clouds. P Colling, M Rottmann, L Roese-Koerner, H Gottschalk International Journal on Artificial Intelligence Tools 32 (5), 2023 | | 2023 |
Method of Determining a Point of Interest and/or a Road Type in a Map, and Related Cloud Server and Vehicle C Nunn, D Mueller, L Roese-Koerner, P Colling US Patent App. 18/157,446, 2023 | | 2023 |
Methods and systems for estimating lanes for a vehicle P Colling, P Cremer US Patent App. 17/949,324, 2023 | | 2023 |
Methods and Systems for Estimating Lanes for a Vehicle P Colling, P Cremer US Patent App. 17/934,897, 2023 | | 2023 |
Method and Device for Classifying Pixels of an Image I Freeman, P Colling US Patent App. 17/579,536, 2022 | | 2022 |
LMD: Light-Weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds JM Kezmann, P Colling, K Kahl, L Roese-Koerner, M Arnold, ... Pattern Recognition: 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg …, 0 | | |
ICTAI 2021 F Dama, C Sinoquet, C Shorten, TM Khoshgoftaar, P Colling, M Rottmann, ... | | |