The pipeline expands an input image into a gravity-aligned 360-degree panorama, lifts it into a 3D Gaussian scaffold, and then renders photorealistic video along user-controlled camera trajectories. The project page reports interactive rendering at 8 FPS on a single RTX 4090.
MoVerse is useful for world-modeling, scene navigation, and image-to-3D-video experiences where a single photograph needs to become an explorable environment. The page links to arXiv and code, and includes direct video assets for the hero and roaming examples.


