Lebin Liang

GauSem-SLAM: Gaussian Semantic Submaps with Loop Closure for Globally Consistent SLAM

3DGS has shown outstanding performance in multi-view geometry, driving its adoption in visual SLAM. However, real-time semantic 3DGS mapping faces challenges. Current methods typically treat semantics as external priors, making it hard to integrate them into SLAM tracking or loop closure correction.…