StarPose lifts 2D keypoints to 3D poses with an autoregressive diffusion process that conditions on historical pose predictions and physics-style constraints, reporting SOTA on Human3.6M and MPI-INF-3DHP.
On the benefits of 3d pose and tracking for human action recognition,
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StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion
StarPose lifts 2D keypoints to 3D poses with an autoregressive diffusion process that conditions on historical pose predictions and physics-style constraints, reporting SOTA on Human3.6M and MPI-INF-3DHP.