J. Buhmann

Uncertainty-Driven 3-D Gaussian Splatting for Robust Real-Time RGB-D SLAM

3D Gaussian Splatting has emerged as a promising map representation that allows autonomous robots to localize themselves while reconstructing a photorealistic environment. However, its robustness in real-world deployments remains limited: the lack of effective noise mitigation and efficient loop closure leads to the ac...