Athlete pose estimation by non-sequential key-frame propagation
Mykyta Fastovets, Jean‐Yves Guillemaut, Adrian Hilton · 2014
This paper considers the problem of estimating human pose in challenging monocular sports videos, where manual intervention is often required in order to obtain useful results. Fully automatic approaches focus on developing inference algorithms and probabilistic prior models based on learned measurements and often face challenges in generalisation beyond the learned dataset.