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Workshop

Generating Digital Twins from Images and Videos

Andrew Melnik, Chen Geng, Yujin Chen, Lei Ke, Qirui Wu, Jiayi Liu

Mon 20 Oct, 11 a.m. PDT

In this workshop, we focus on 3D models enriched with processes and semantic connections, similar to those in computer game and robotic environments. These models can range in fidelity from simplified 3D representations (Digital Cousins) to highly accurate reconstructions of real-world counterparts (Digital Twins). 3D Gaussian Splatting and Diffusion Models, have demonstrated impressive success in generating 3D representations from images and video. The next frontier in 3D representation is enriching models by integrating both physical and semantic object properties through generative AI and retrieval-based approaches.

Digital Twin Generation from Visual Data: A Survey https://arxiv.org/abs/2504.13159

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