X Marks the Spot? Applying Recent Keypoint Detection Methods to Paleozoological Landmarking
We tasked two supervised keypoint detection networks to automatically identify anatomically relevant landmarks on sheep bones. The results of the models were compared to manual labeling by a domain expert, yielding satisfactory initial results that provide a promising foundation for further research.
Authors
- Nadja Pöllath (ORCID: https://orcid.org/0000-0001-8714-467X)
- Nadine-Sarah Schüler
- Claudius Zelenka (ORCID: https://orcid.org/0000-0002-9902-2212)
- Joris Peters (ORCID: https://orcid.org/0000-0003-0894-2628)
- Maximilian von Zastrow
Institutions
- University of Southern Denmark (DK)
- Christian-Albrechts-Universität zu Kiel (DE)
- Bavarian Natural History Collections (DE)
- Ludwig-Maximilians-Universität München (DE)
Publication Details
- Published
- 2024-09-16
- DOI
- https://doi.org/10.1109/e-science62913.2024.10678737
- Primary Topic
- Geochemistry and Geologic Mapping
- Type
- article
- Field-Weighted Citation Impact
- 0.00