Key Features

Builds a navigable video world from one narrow-field-of-view image.
Generates a gravity-aligned 360-degree panorama as the first stage.
Lifts the panorama into a panoramic 3D Gaussian scaffold.
Uses the scaffold to render user-controlled camera trajectories.
Reports real-time interactive video rendering at 8 FPS on a single RTX 4090.
Separates reusable world construction from observation-specific video rendering.
Provides arXiv and public code links.
Includes direct hero and roaming `.mp4` assets on the project page.

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.

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