Reproduce “Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis” on OpenResearch
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About this paper
Olaf Hellwich, Niek Andresen, Katharina Hohlbaum, Marcus N. Boon, Monika Kwiatkowski, Simon Matern, Patrik Reiske, Henning Sprekeler and 5 more
The authors propose a method to reconstruct 3D mouse body-part motion when occlusion leaves too few visible points. It combines synchronized camera views, a rigid mouse model, learned body-part deformation, and a temporal smoothness constraint in one bundle adjustment. Tests use simulated data only; the paper reports no quantitative evaluation on real mouse video, so effectiveness there remains unestablished.
Summary by alphaXiv.
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