Validating marker-less pose estimation with 3D x-ray radiography

Dalton Moore, Jeffrey Walker, Jason MacLean & Nicholas Hatsopoulos
These data were generated to evaluate the accuracy of DeepLabCut (DLC), a deep learning marker-less motion capture approach, by comparing it to a 3D x-ray video radiography system that tracks markers placed under the skin (XROMM). We recorded behavioral data simultaneously with XROMM and RGB video as marmosets foraged and reconstructed three-dimensional kinematics in a common coordinate system. We used XMALab to track 11 XROMM markers, and we used the toolkit Anipose to filter and...
1 citation reported since publication in 2022.
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