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ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume X-M-2-2025
https://doi.org/10.5194/isprs-annals-X-M-2-2025-267-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-X-M-2-2025-267-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
23 Sep 2025
| 23 Sep 2025
An End-to-End AI Pipeline for Wood Knot Detection to Enhance Structural Assessment in Historic Timber Structures
Junquan Pan
KDWT, Otto-Friedrich University of Bamberg, Germany
Maria Chizhova
KDWT, Otto-Friedrich University of Bamberg, Germany
Frank Ebener
Independent expert, Bamberg, Germany
Thomas Luhmann
IAPG, Jade University of Applied Sciences, Germany
Christian Ledig
xAILab Bamberg, Otto-Friedrich University of Bamberg, Germany
Ferdinand Maiwald
Chair of Optical 3D-Metrology, Dresden University of Technology, Germany
Thomas Eißing
KDWT, Otto-Friedrich University of Bamberg, Germany
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