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Paper · arXiv

Tracking Feral Horses in Aerial Video Using Oriented Bounding Boxes

The social structures of group-living animals such as feral horses are diverse and remain insufficiently understood, even within a single species. To investigate group dynamics, aerial videos are often utilized to track individuals and analyze their movement trajectories, which are essential for evaluating inter-individual interactions and comparing social behaviors. Accurate individual tracking is therefore crucial. In multi-animal tracking, axis-aligned bounding boxes (bboxes) are widely used; however, for aerial top-view footage of entire groups, their performance degrades due to complex backgrounds, small target sizes, high animal density, and varying body orientations. To address thi...

AuthorsSaeko Takizawa, Tamao Maeda, Shinya Yamamoto et al.
Primary categorycs.CV
Published4 March 2026
Last updated at source4 March 2026
cs.CVq-bio.QM
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