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LAI YI CHENG's Projects

cloud_map_evaluation icon cloud_map_evaluation

Point cloud map evaluation library for the FusionPortable dataset. Metrics include RMSE, Accuracy(mean error), Precision(standard deviation), completeness(overlap ratio), chamfer distance and F1-score at all levels of 1/2/5/10/20cm.

dynamic-vins icon dynamic-vins

[RA-L 2022] RGB-D Inertial Odometry for a Resource-restricted Robot in Dynamic Environments

fast_lio icon fast_lio

A computationally efficient and robust LiDAR-inertial odometry (LIO) package

imu_x_fusion icon imu_x_fusion

IMU + X(GNSS, 6DoF Odom) Loosely-Coupled Fusion Localization based on ESKF, IEKF, UKF(UKF/SPKF, JUKF, SVD-UKF) and MAP

map_merge_3d icon map_merge_3d

ROS package for merging multiple 3D point cloud maps. Includes octomap occupancy map generation capability.

notes icon notes

研究生阶段的一些文章(技术、思考、读书笔记、日常琐事等)

structure-plp-slam icon structure-plp-slam

[ICRA'23] The official Implementation of "Structure PLP-SLAM: Efficient Sparse Mapping and Localization using Point, Line and Plane for Monocular, RGB-D and Stereo Cameras"

vins-rgbd-fast-noetic icon vins-rgbd-fast-noetic

VINS-RGBD-FAST is a SLAM system based on VINS-RGBD. We do some refinements to accelerate the system's performance in resource-constrained embedded platforms, like HUAWEI Atlas 200DK, Raspberry Pi.

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