New dataset for complex multi-person 4D markerless motion capture with Vicon-aligned SMPL parameters shows substantial degradation in existing models but gains from fine-tuning.
Recovering accurate 3d human pose in the wild using imus and a moving camera
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
RAM outperforms prior methods on PoseTrack and 3DPW for zero-shot multi-person 3D motion tracking and reconstruction by fusing semantic tracking, memory-augmented pose estimation, and predictive fusion.
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A Dataset and Evaluation for Complex 4D Markerless Human Motion Capture
New dataset for complex multi-person 4D markerless motion capture with Vicon-aligned SMPL parameters shows substantial degradation in existing models but gains from fine-tuning.
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RAM: Recover Any 3D Human Motion in-the-Wild
RAM outperforms prior methods on PoseTrack and 3DPW for zero-shot multi-person 3D motion tracking and reconstruction by fusing semantic tracking, memory-augmented pose estimation, and predictive fusion.