: A modified version of COLMAP that processes video in a "Masked and Clipped" manner to better handle foreground moving objects.

: Extracts masks for foreground objects to minimize motion-induced artifacts within shorter video clips. Technical Resources Project Page : video-3dgs-project.github.io

: Transactions on Machine Learning Research (TMLR) 2025 Key Contributions

: Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting Authors : dlsrbgg33 (GitHub username) et al.

: It uses separate sets of Gaussians ( Frg-3DGS and Bkg-3DGS ) to represent moving objects and static backgrounds independently.

: The method first reconstructs a video into a 3DGS representation and then integrates it into zero-shot video editors to maintain stability across frames.