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专业arXiv

EgoMatrix: Physically Faithful Dexterous Robot Demonstrations from Egocentric Human Videos

Ziheng Wang, Yanming Shao, Ting Mao, Kaihan Chen, Yiqun Wang, Xuanye Wu, Yao Mu
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摘自论文摘要

Egocentric human videos offer a scalable alternative to robot teleoperation for collecting dexterous manipulation data. However, two challenges limit their use as reliable training data: accurate hand-object interaction (HOI) reconstruction from monocular RGB and high-quality robot demonstrations, especially visual observations.

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