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Global 3D Human Pose Estimation

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Papers

WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation

2025-01-06 · Tianjian Jiang, Johsan Billingham, Sebastian Müksch, Juan Zarate 외

We present WorldPose, a novel dataset for advancing research in multi-person global pose estimation in the wild, featuring footage from the 2022 FIFA World Cup. While previous datasets have primarily focused on local pos…

3D Human Pose EstimationGlobal 3D Human Pose EstimationPose Estimation

GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras

2021-12-02 · CVPR 2022 1 · Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani 외

We present an approach for 3D global human mesh recovery from monocular videos recorded with dynamic cameras. Our approach is robust to severe and long-term occlusions and tracks human bodies even when they go outside th…

3D Human Pose EstimationGlobal 3D Human Pose Estimationglobal-optimizationHuman Mesh Recovery