Covariance-coupled G-ICP and spherical 2D Gaussian mapping yields real-time LiDAR-only dense SLAM with 86.78% F-score on Newer College at >20 FPS.
In: 2017 IEEE International Conference on Robotics and Automation (ICRA)
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Real-Time LiDAR Gaussian Splatting SLAM
Covariance-coupled G-ICP and spherical 2D Gaussian mapping yields real-time LiDAR-only dense SLAM with 86.78% F-score on Newer College at >20 FPS.