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- W4226143313 abstract "Capturing the dynamically deforming 3D shape of clothed human is essential for numerous applications, including VR/AR, autonomous driving, and human-computer interaction. Existing methods either require a highly specialized capturing setup, such as expensive multi-view imaging systems, or they lack robustness to challenging body poses. In this work, we propose a method capable of capturing the dynamic 3D human shape from a monocular video featuring challenging body poses, without any additional input. We first build a 3D template human model of the subject based on a learned regression model. We then track this template model's deformation under challenging body articulations based on 2D image observations. Our method outperforms state-of-the-art methods on an in-the-wild human video dataset 3DPW. Moreover, we demonstrate its efficacy in robustness and generalizability on videos from iPER datasets." @default.
- W4226143313 created "2022-05-05" @default.
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- W4226143313 date "2021-11-29" @default.
- W4226143313 modified "2023-09-26" @default.
- W4226143313 title "Human Performance Capture from Monocular Video in the Wild" @default.
- W4226143313 hasPublicationYear "2021" @default.
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