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[NeurIPS 2025]TrackingWorld: World-centric Monocular 3D Tracking of Almost All Pixels

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Authors:
Jiahao Lu, Weitao Xiong, Peng Li, Tianyu Huang, Zhiyang Dou, Cheng Lin, Sai-Kit Yeung, Yuan Liu ArXiv, 2025


TrackingWorld is a novel approach for dense, world-centric 3D tracking from monocular videos. Our method estimates accurate camera poses and disentangles 3D trajectories of both static and dynamic components โ€” not limited to a single foreground object. It supports dense tracking of nearly all pixels, enabling robust 3D scene understanding from monocular inputs.


๐Ÿ–ผ๏ธ Teaser

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๐ŸŽž๏ธ Demo Video

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๐Ÿ”ง To-Do List

  • Release demo code
  • Provide evaluation benchmark and metrics

๐Ÿ“„ Citation

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[NeurIPS 25] TrackingWorld: World-centric Monocular 3D Tracking of Almost All Pixels

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