GGMotion, a grouped equivariant graph network with spatio-temporal radial fields and a parallel dynamics-kinematics update, reports the lowest average MPJPE among compared baselines on Human3.6M, CMU-Mocap, and 3DPW for short-term prediction.
A survey of human action analysis in hri applications,
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GGMotion: Group Graph Dynamics-Kinematics Networks for Human Motion Prediction
GGMotion, a grouped equivariant graph network with spatio-temporal radial fields and a parallel dynamics-kinematics update, reports the lowest average MPJPE among compared baselines on Human3.6M, CMU-Mocap, and 3DPW for short-term prediction.