Abstract: Highlights•TSwinPose, a novel multi-scale spatio-temporal monocular 3D pose estimation method.•JointFlow, a plug-in extension which boosts 2D-to-3D lifting human pose estimation.•Thorough analysis shows SOTA results and confirms the performance boost of JointFlow.
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