Lightweight Cross-View Gradient Variance for Adaptive Density Control in 3D Gaussian Splatting
3D Gaussian Splatting has become an effective representation for real-time novel view synthesis by optimizing explicit 3D Gaussian primitives from a set of posed images. A key component of this framework is adaptive density control, where Gaussians are cloned, split, or pruned during training to improve scene coverage...