XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera

1 Jul 2019Dushyant MehtaOleksandr SotnychenkoFranziska MuellerWeipeng XuMohamed ElgharibPascal FuaHans-Peter SeidelHelge RhodinGerard Pons-MollChristian Theobalt

We present a real-time approach for multi-person 3D motion capture at over 30 fps using a single RGB camera. It operates in generic scenes and is robust to difficult occlusions both by other people and objects... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
3D Human Pose Estimation MPI-INF-3DHP XNect (SelecSLS) 3DPCK 82.8 # 8
3D Human Pose Estimation MPI-INF-3DHP XNect (SelecSLS) AUC 45.3 # 10
3D Human Pose Estimation MPI-INF-3DHP XNect (SelecSLS) MJPE 98.4 # 9