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Outdoor SLAM: Loop Closure, 3D Mapping Using RTAB-Map with D435i
TagSLAM on aerial robot
TagSlam at UPenn Aviary
Loopy-SLAM: Dense Neural SLAM with Loop Closures [CVPR 2024]
TagSLAM: SLAM based on April Tags
NDT based SLAM with loop closure
PADLoC: LiDAR-Based Deep Loop Closure Detection and Registration using Panoptic Attention
Grid-based FastSLAM (loop closure)
Loop closure during SLAM
TagSLAM state estimation of block
Relative SLAM -- loop closure with FABMAP
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Last Updated: October 31, 2026
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Summary
Localization off of AprilTags using Using rtabmap with a RealSense D435i camera for mapping. In a natural environment, rgbd_odometry is no longer suitable. Visual SLAM is used to determine the poses of AprilTag boards at the UPenn Aviary. We use frame-to-model tracking using a data-driven point-based submap generation method and trigger Incremental Scan-to-Submap registration and José Arce, Niclas Vödisch, Daniele Cattaneo, Wolfram Burgard, Abhinav Valada LiDAR-Based Deep Demonstrates an implementation of a grid-based FastSLAM with improved proposal and selective resampling applied to Simulation of a robot driving around and observing landmarks (objects). When the robot observes a landmark for the second time, ... Sequence shows how frame dropping and blur trigger the true scale relocalization mechanism. The final frames show the online ...