Publications
- 2024
- Published
Cooperative Image Orientation with Dynamic Objects
Trusheim, P., Mehltretter, M., Rottensteiner, F. & Heipke, C., Oct 2024, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 92, 5, p. 461-481 21 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Editorial for Special Issue: 75 Years IPI—an Overview of Current Research Activities in Photogrammetry and Remote Sensing
Heipke, C., Haghighi, M. H., Mehltretter, M., Motagh, M. & Rottensteiner, F., Oct 2024, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 92, 5, p. 457-459 3 p.Research output: Contribution to journal › Editorial in journal › Research › peer review
- Published
Fresh Concrete Properties from Stereoscopic Image Sequences
Meyer, M., Langer, A., Mehltretter, M., Beyer, D., Coenen, M., Schack, T., Haist, M. & Heipke, C., Oct 2024, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 92, 5, p. 517–529 13 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Monocular Pose and Shape Reconstruction of Vehicles in UAV imagery using a Multi-task CNN
El Amrani Abouelassad, S., Mehltretter, M. & Rottensteiner, F., Oct 2024, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 92, 5, p. 499-516 18 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Self-Supervised 3D Semantic Occupancy Prediction from Multi-View 2D Surround Images
Abualhanud, S., Erahan, E. & Mehltretter, M., Oct 2024, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 92, 5, p. 483-498 16 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications
Hillemann, M., Langendörfer, R., Heiken, M., Mehltretter, M., Schenk, A., Weinmann, M., Hinz, S., Heipke, C. & Ulrich, M., 11 Jun 2024, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 48, 2, p. 137-144 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Depth-Aware Panoptic Segmentation
Nguyen, T., Mehltretter, M. & Rottensteiner, F., 10 Jun 2024, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. X-2-2024, p. 153-161 9 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Image-based Deep Learning for the time-dependent prediction of fresh concrete properties
Meyer, M., Langer, A., Mehltretter, M., Beyer, D., Coenen, M., Schack, T., Haist, M. & Heipke, C., 10 Jun 2024, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. X-2-2024, p. 145-152 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- 2023
- Published
Integrating Motion Priors For End-To-End Attention-Based Multi-Object Tracking
Ali, R., Mehltretter, M. & Heipke, C., 14 Dec 2023, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 48, 1, p. 1619-1626 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Vehicle Pose and Shape Estimation in UAV Imagery Using a CNN
El Amrani Abouelassad, S., Mehltretter, M. & Rottensteiner, F., 5 Dec 2023, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 10, 1, p. 935-944 10 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Guiding Deep Learning with Expert Knowledge for Dense Stereo Matching
Iqbal, W., Paffenholz, J. A. & Mehltretter, M., Oct 2023, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 91, 5, p. 365-380 16 p.Research output: Contribution to journal › Article › Research › peer review
- 2022
- Published
Deep Learning-Based Tracking of Multiple Objects in the Context of Farm Animal Ethology
Ali, R., Dorozynski, M., Stracke, J. & Mehltretter, M., 30 May 2022, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. XLIII-B2-2022, p. 509-516 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
COOPERATIVE IMAGE ORIENTATION CONSIDERING DYNAMIC OBJECTS
Trusheim, P., Mehltretter, M., Rottensteiner, F. & Heipke, C., 17 May 2022, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 5, 1, p. 169-177 9 p.Research output: Contribution to journal › Conference article › Research › peer review
- 2021
- Published
Aleatoric uncertainty estimation for dense stereo matching via CNN-based cost volume analysis
Mehltretter, M. & Heipke, C., Jan 2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 171, p. 63-75 13 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Uncertainty estimation for dense stereo matching using bayesian deep learning
Mehltretter, M., 2021, Hannover. 129 p.Research output: Thesis › Doctoral thesis
- 2020
- Published
Geometry-Based Regularisation for Dense Image Matching via Uncertainty-Driven Depth Propagation
Höllmann, M., Mehltretter, M. & Heipke, C., 3 Aug 2020, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 5, 2, p. 151-159 9 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Uncertainty Estimation for End-To-End Learned Dense Stereo Matching via Probabilistic Deep Learning
Mehltretter, M., 3 Aug 2020, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 5, 2, p. 161-169 9 p.Research output: Contribution to journal › Conference article › Research › peer review
- 2019
- Published
CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching
Mehltretter, M. & Heipke, C., Oct 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). Institute of Electrical and Electronics Engineers Inc., p. 2070-2079 10 p. 9021993. (IEEE International Conference on Computer Vision workshops).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2018
- Published
GPU-enhanced Multimodal Dense Matching
Behmann, N., Mehltretter, M., Kleinschmidt, S. P., Wagner, B., Heipke, C. & Blume, H., 13 Dec 2018, 2018 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC). Nurmi, J., Ellervee, P., Mihhailov, J., Tammemae, K. & Jenihhin, M. (eds.). IEEE Computer Society, p. 1-6 (2018 IEEE Nordic Circuits and Systems Conference, NORCAS 2018: NORCHIP and International Symposium of System-on-Chip, SoC 2018 - Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multimodal Dense Stereo Matching
Mehltretter, M., Kleinschmidt, S. P., Wagner, B. & Heipke, C., 9 Oct 2018, Pattern Recognition - 40th German Conference, GCPR 2018, Proceedings. Bruhn, A., Fritz, M. & Brox, T. (eds.). Springer Verlag, p. 407-421 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11269 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review