GauStudio: A Modular Framework for 3D Gaussian Splatting and Beyond

arXiv:2403.19632v1 Announce Type: new
Abstract: We present GauStudio, a novel modular framework for modeling 3D Gaussian Splatting (3DGS) to provide standardized, plug-and-play components for users to easily customize and implement a 3DGS pipeline. Supported by our framework, we propose a hybrid Gaussian representation with foreground and skyball background models. Experiments demonstrate this representation reduces artifacts in unbounded outdoor scenes and improves novel view synthesis. Finally, we propose Gaussian Splatting Surface Reconstruction (GauS), a novel render-then-fuse approach for high-fidelity mesh reconstruction …

abstract arxiv beyond components cs.cv framework hybrid modeling modular novel pipeline representation type