| Aleatoric Uncertainty Estimation for Dense Stereo Matching via CNN-based Cost Volume Analysis M Mehltretter, C Heipke ISPRS Journal of Photogrammetry and Remote Sensing 171, 63-75, 2021 | 14 | 2021 |
| CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching M Mehltretter, C Heipke Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 13 | 2019 |
| Uncertainty Estimation for End-To-End Learned Dense Stereo Matching via Probabilistic Deep Learning M Mehltretter ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 6 | 2020 |
| Multimodal Dense Stereo Matching M Mehltretter, SP Kleinschmidt, B Wagner, C Heipke German Conference on Pattern Recognition, 407-421, 2018 | 6 | 2018 |
| JOINT ESTIMATION OF DEPTH AND ITS UNCERTAINTY FROM STEREO IMAGES USING BAYESIAN DEEP LEARNING M Mehltretter ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022 | 4 | 2022 |
| Guiding Deep Learning with Expert Knowledge for Dense Stereo Matching W Iqbal, JA Paffenholz, M Mehltretter PFG–Journal of Photogrammetry, Remote Sensing and Geoinformation Science 91 …, 2023 | 3 | 2023 |
| Vehicle Pose and Shape Estimation in UAV Imagery Using a CNN S El Amrani Abouelassad, M Mehltretter, F Rottensteiner ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2023 | 3 | 2023 |
| COOPERATIVE IMAGE ORIENTATION CONSIDERING DYNAMIC OBJECTS P Trusheim, M Mehltretter, F Rottensteiner, C Heipke ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022 | 3 | 2022 |
| Geometry-Based Regularisation for Dense Image Matching via Uncertainty-Driven Depth Propagation M Höllmann, M Mehltretter, C Heipke ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 3 | 2020 |
| Image-based Deep Learning for the time-dependent prediction of fresh concrete properties M Meyer, A Langer, M Mehltretter, D Beyer, M Coenen, T Schack, M Haist, ... arXiv preprint arXiv:2402.06611, 2024 | 2 | 2024 |
| Deep Learning-Based Tracking of Multiple Objects in the Context of Farm Animal Ethology R Ali, M Dorozynski, J Stracke, M Mehltretter The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 2 | 2022 |
| Mixed Probability Models for Aleatoric Uncertainty Estimation in the Context of Dense Stereo Matching Z Zhong, M Mehltretter ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2021 | 2 | 2021 |
| Illumination Invariant Dense Image Matching based on Sparse Features M Mehltretter, C Heipke 38. Wissenschaftlich-Technische Jahrestagung der DGPF und PFGK18 Tagung in …, 2018 | 2 | 2018 |
| Self-Supervised 3D Semantic Occupancy Prediction from Multi-View 2D Surround Images S Abualhanud, E Erahan, M Mehltretter PFG–Journal of Photogrammetry, Remote Sensing and Geoinformation Science 92 …, 2024 | 1 | 2024 |
| Monocular Pose and Shape Reconstruction of Vehicles in UAV imagery using a Multi-task CNN S El Amrani Abouelassad, M Mehltretter, F Rottensteiner PFG–Journal of Photogrammetry, Remote Sensing and Geoinformation Science 92 …, 2024 | 1 | 2024 |
| Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications M Hillemann, R Langendörfer, M Heiken, M Mehltretter, A Schenk, ... arXiv preprint arXiv:2405.04345, 2024 | 1 | 2024 |
| Uncertainty estimation for dense stereo matching using Bayesian deep learning M Mehltretter Fachrichtung Geodäsie und Geoinformatik der Leibniz Unviersität Hannover, 2021 | 1 | 2021 |
| Learning Multi-Modal Features for Dense Matching-Based Confidence Estimation K Heinrich, M Mehltretter ISPRS International Archives of the Photogrammetry, Remote Sensing and …, 2021 | 1 | 2021 |
| GPU-enhanced Multimodal Dense Matching N Behmann, M Mehltretter, SP Kleinschmidt, B Wagner, C Heipke, ... 2018 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and …, 2018 | 1 | 2018 |
| Uncertainty Estimation and Out-of-Distribution Detection for LiDAR Scene Semantic Segmentation H Shojaei, Q Zou, M Mehltretter arXiv preprint arXiv:2410.08687, 2024 | | 2024 |
Christian HeipkeProfessor in photogrammetry and remote sensing, Leibniz Universität Hannover, GermanyBestätigte E-Mail-Adresse bei ipi.uni-hannover.de
