Xianming Peng

Sequential Probabilistic Descriptor via Uncertainty-Aware Multi-Modal Fusion for Safety-Critical Place Recognition

The success of loop closure and global map consistency largely relies on robust place recognition, making it a safety-critical capability for mobile robots in autonomous navigation. However, most existing approaches prioritize recognition accuracy while overlooking uncertainty estimation, which may