Improving Gaussian Splatting Performance without Reliance on Structure-from-Motion Initialization

Combining improved random initialization and structure guidance from pre-trained NeRF models can match or exceed the quality of Gaussian Splatting models initialized with COLMAP point clouds, without requiring the computationally expensive SFM solution.