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Author

Matthew Johnson-Roberson

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2025

Building 3D Representations and Generating Motions From a Single Image via Video-Generation

This work proposes a framework known as Video-Generation Environment Representation (VGER), which leverages the advances of large-scale video generation models to generate a moving camera video conditioned on the input image, and demonstrates its ability to produce smooth motions that account for the captured geometry of a scene, all from a single RGB input image.

Weiming Zhi, Ziyong Ma, Tianyi Zhang et al. · 0 citations

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