Preprint
Sep 2026
STA-TFM: Spatio-Temporal Aggregation Across Views TransForMer for Pose Estimation
Monocular 3D human pose estimation (HPE) remains challenging due to depth ambiguity, occlu- sions, and the need for temporal consistency. While multi-view methods provide superior accuracy over monocular approaches, they often require complex setups. We introduce STA-TFM, a transformer-based architecture that combines...
M. Kamel, Natalie Won, Amrut Sarangi et al.
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