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FastSlam 1.0 with 100 particles and 150 obstacles
FastSLAM at USC SAL
Loopy-SLAM: Dense Neural SLAM with Loop Closures [CVPR 2024]
Loop closure
FastSLAM Implementation with simulated Data
TagSLAM loop closure
ICP SLAM + Loop Closure
2D EKF-SLAM: Illustrating the effects of loop closure
SLAM with loop closure
Loop Closure Example in ORB SLAM
SLAM Course - 13 - Grid-Based FastSLAM - Cyrill Stachniss
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Last Updated: September 21, 2026
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Summary
Demonstrates an implementation of a grid-based Simulation of a robot driving around and observing landmarks (objects). When the robot observes a landmark for the second time, ... Matlab implementation of FastSlam1.0. The robot moves in a circular trajectory, in an area 60x60 m with 150 obstacles in it. We use frame-to-model tracking using a data-driven point-based submap generation method and trigger A simple demonstration of switchable Example of the kf-slam program, running 2D EKF-based SLAM. It can be clearly seen how the uncertainty of distant landmarks ... Using ORB SLAM2 from link github.com/raulmur/ORB_SLAM2 with some modifications. Consider the video of the 2013/14 course as the audio quality is much better: ...