Full-frame video stabilization through global 3D scene reconstruction
21 hours ago
- #rendering-aware optimization
- #video stabilization
- #3D Gaussian Splatting
- StabiGS formulates video stabilization as a rendering-aware view synthesis problem by reconstructing a global 3D scene representation and jointly optimizing camera smoothness and rendering quality.
- The method outperforms existing 2D warping or local 3D cue-based approaches by preserving full-frame content and geometric consistency, especially under large camera motions or complex scene geometry.
- A synthetic benchmark with controllable camera shakiness and accurate ground-truth poses is introduced for comprehensive evaluation, and extensive experiments plus a user study confirm StabiGS's state-of-the-art performance.