ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Articles | Volume X-M-2-2025
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.
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.
Articles | Volume X-M-2-2025
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, Maria Chizhova, Frank Ebener, Thomas Luhmann, Christian Ledig, Ferdinand Maiwald, and Thomas Eißing

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