|
30 May 2022
COMPARISON OF UNCERTAINTY QUANTIFICATION METHODS FOR CNN-BASED REGRESSION
K. Wursthorn, M. Hillemann, and M. Ulrich
Related authors
Uncertainty-aware Cross-Entropy for Semantic Segmentation
Steven Landgraf, Markus Hillemann, Kira Wursthorn, and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 129–136, https://doi.org/10.5194/isprs-annals-X-2-2024-129-2024,https://doi.org/10.5194/isprs-annals-X-2-2024-129-2024, 2024
Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications
Markus Hillemann, Robert Langendörfer, Max Heiken, Max Mehltretter, Andreas Schenk, Martin Weinmann, Stefan Hinz, Christian Heipke, and Markus Ulrich
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 137–144, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-137-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-137-2024, 2024
HoloGS: Instant Depth-based 3D Gaussian Splatting with Microsoft HoloLens 2
Miriam Jäger, Theodor Kapler, Michael Feßenbecker, Felix Birkelbach, Markus Hillemann, and Boris Jutzi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 159–166, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-159-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-159-2024, 2024
Uncertainty-aware Cross-Entropy for Semantic Segmentation
Steven Landgraf, Markus Hillemann, Kira Wursthorn, and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 129–136, https://doi.org/10.5194/isprs-annals-X-2-2024-129-2024,https://doi.org/10.5194/isprs-annals-X-2-2024-129-2024, 2024
EVALUATION OF SELF-SUPERVISED LEARNING APPROACHES FOR SEMANTIC SEGMENTATION OF INDUSTRIAL BURNER FLAMES
S. Landgraf, L. Kühnlein, M. Hillemann, M. Hoyer, S. Keller, and M. Ulrich
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 601–607, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-601-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-601-2022, 2022
POINT CLOUD ANALYSIS FOR UAV-BORNE LASER SCANNING WITH HORIZONTALLY AND VERTICALLY ORIENTED LINE SCANNERS – CONCEPT AND FIRST RESULTS
M. Weinmann, M. S. Müller, M. Hillemann, N. Reydel, S. Hinz, and B. Jutzi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W6, 399–406, https://doi.org/10.5194/isprs-archives-XLII-2-W6-399-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W6-399-2017, 2017