Research on 3D Driveable Digital Human Generation System

Qiuhong Zheng, Peng Ding, Yun Shen, Jinghan Wang, Zhichao Zhang
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Abstract

The Metaverse has been gaining more attention from researchers worldwide. As the avatar of human in the Metaverse, three dimensional (3D) digital human has also attracted extensive attention. At present, the large-scale application of 3D digital human cannot be realized. The reason is that the construction cost of 3D avatar is too high, and it is mostly completed manually, especially for building a drivable 3D digital human. At present, the research on intelligent modeling of 3D digital human is modularized, lacking system integration to generate a drivable 3D digital human. This paper proposes a 3D drivable digital human generation method, and constructs an end-to-end testing system. The test proves that it can realize the generation of 3D drivable digital human based on single-view RGB image, and realize the driven of it by video from ordinary camera.
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三维可驱动数字人体生成系统的研究
超宇宙已经得到了全世界研究者的更多关注。三维数字人作为人类在虚拟世界中的化身,也引起了人们的广泛关注。目前,还无法实现三维数字人体的大规模应用。原因是3D化身的建造成本太高,大多是手工完成的,尤其是建造一个可驾驶的3D数字人。目前,三维数字人的智能建模研究是模块化的,缺乏系统集成来生成可驱动的三维数字人。本文提出了一种三维可驱动的数字人体生成方法,并构建了端到端的测试系统。实验证明,该方法可以实现基于单视图RGB图像的三维可驱动数字人的生成,并实现普通摄像机视频对其的驱动。
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