ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Publications Copernicus
Search conference papers
Download
PDF XML
Citation
Articles | Volume X-2-2024
Articles | Volume X-2-2024
https://doi.org/10.5194/isprs-annals-X-2-2024-129-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-X-2-2024-129-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume X-2-2024
10 Jun 2024
 | 10 Jun 2024

Uncertainty-aware Cross-Entropy for Semantic Segmentation

Steven Landgraf, Markus Hillemann, Kira Wursthorn, and Markus Ulrich

Related authors

IMPROVING DATA QUALITY AND MANAGEMENT FOR REMOTE SENSING ANALYSIS: USE-CASES AND EMERGING RESEARCH QUESTIONS
M. Breunig, P. Kuper, F. Reitze, S. Landgraf, M. Al-Doori, E. Stefanakis, H. Abdulmuttalib, and Z. Kugler
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 41–49, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-41-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-41-2023, 2023
SEGMENTATION OF INDUSTRIAL BURNER FLAMES: A COMPARATIVE STUDY FROM TRADITIONAL IMAGE PROCESSING TO MACHINE AND DEEP LEARNING
S. Landgraf, M. Hillemann, M. Aberle, V. Jung, and M. Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 953–960, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-953-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-953-2023, 2023
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