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Guess The Unseen: Dynamic 3D Scene Reconstruction from Partial 2D Glimpses
April 23, 2024, 4:47 a.m. | Inhee Lee, Byungjun Kim, Hanbyul Joo
cs.CV updates on arXiv.org arxiv.org
Abstract: In this paper, we present a method to reconstruct the world and multiple dynamic humans in 3D from a monocular video input. As a key idea, we represent both the world and multiple humans via the recently emerging 3D Gaussian Splatting (3D-GS) representation, enabling to conveniently and efficiently compose and render them together. In particular, we address the scenarios with severely limited and sparse observations in 3D human reconstruction, a common challenge encountered in the …
abstract arxiv cs.cv dynamic enabling humans key multiple paper representation type via video world
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