A Robust and Efficient Dense Neural SLAM System for Real-Time Tracking and Mapping

SLAIM, a robust dense neural RGB-D SLAM system, achieves state-of-the-art results in both camera tracking and 3D reconstruction accuracy by implementing a coarse-to-fine tracking strategy and a novel KL regularizer on the ray termination distribution.