robotics
A Reconstructed Scene Became a Robot Simulator
A Gaussian-splat pipeline separated movable objects while filling their hidden backgrounds.

Summary
A Gaussian-splat pipeline separated movable objects while filling their hidden backgrounds.
The φ-RIE pipeline converts selected objects in 3D Gaussian-splat reconstructions into movable simulator assets while preserving the rest of the scene. It couples object extraction with removal and background completion so visual and physical state stay aligned. Across 50 ScanNet++ scenes, selection and registration retry raised matched F1 at 20 millimeters from 0.336 to 0.383 at fixed retention. The work demonstrates executable conversions but also reports a visual cost from editing incomplete observations.
Why it matters
A Gaussian-splat pipeline separated movable objects while filling their hidden backgrounds.
Limits and context
No additional limitation was separately recorded.
Key claims
A Gaussian-splat pipeline separated movable objects while filling their hidden backgrounds.
Evidence: source-2026-09-23-013
Sources
- arXiv preprint 2609.26795arXiv · primary research
Corrections
No corrections have been recorded for this story.