Efficient and Accurate Real-time Dense Neural RGB-D SLAM System with Effectively Constrained Global Bundle Adjustment

The proposed EC-SLAM system achieves superior reconstruction accuracy and tracking precision by effectively leveraging the implicit loop closure capabilities of Neural Radiance Fields (NeRF) through an effectively constrained global bundle adjustment strategy and a robust pixel sampling method.