Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction

Input Views (real or synthetic) Novel Views Inference Rendering Reconstructed Scenes Figure 1. Provided with six surrounding images captured in real world or synthesized by 2D diffusion models, we can generate high-quality 3D Gaussians based on our Omni-Gaussian representation for ego-centric scene reconstruction and novel view synthesis.