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The One Where They Reconstructed 3D Humans and Environments in TV Shows. (arXiv:2207.14279v1 [cs.CV])
July 29, 2022, 1:12 a.m. | Georgios Pavlakos, Ethan Weber, Matthew Tancik, Angjoo Kanazawa
cs.CV updates on arXiv.org arxiv.org
TV shows depict a wide variety of human behaviors and have been studied
extensively for their potential to be a rich source of data for many
applications. However, the majority of the existing work focuses on 2D
recognition tasks. In this paper, we make the observation that there is a
certain persistence in TV shows, i.e., repetition of the environments and the
humans, which makes possible the 3D reconstruction of this content. Building on
this insight, we propose an automatic …
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