Assistant Professor of Robotics and Mechatronics Engineering, DGIST
SC-LIO-SAM. LiDAR-inertial SLAM: Scan Context + LIO-SAM
842FAST_LIO_SLAM. LiDAR SLAM = FAST-LIO + Scan Context
801removert. Remove then revert (IROS 2020)
643SC-A-LOAM. Robust LiDAR SLAM with a versatile plug-and-play loop closing and pose-graph optimization.
623PyICP-SLAM. Full-python LiDAR SLAM using ICP and Scan Context
573lt-mapper. A Modular Framework for LiDAR-based Lifelong Mapping
535scancontext_tro. scancontext++ (TRO 2022) codes
332nano-pgo. For an education purpose, from-scratch, single-file, python-only pose-graph optimization implementation
298navtech-radar-slam. Real-time Radar SLAM: ORORA + ScanContext
266scancontext. backup of irapkaist/scancontext
110modern-slam-tutorial-python. learning and feeling SLAM together with hands-on-experiments
101SC-LeGO-LOAM. backup of irapkaist/SC-LeGO-LOAM
75slam_in_autonomous_driving_en. The my own refactoring codes and English-translated comments of the original repo《自动驾驶中的SLAM技术》对应开源代码
53Daily-Arxiv-Tracking-Automation. Automatically download the all pdfs from a daily rss
53IROS20-SLAM-papers. A personal list-up
52scancontext-pybind. LiDAR place recognition. For fast python support.
38mini-pyllio. A very minimal but working Python only implementation for loosely-coupled LiDAR-Inertial odometry for education purpose.
36strayscanner-ros2bag-converter. Python
36multi-robot-isam-example. An example about using anchor node for multi-robot and -session slam
33symforce-tutorials. Learn symforce together :)
32mini-kitti-publisher. A very simple KITTI odometry dataset's images and velodyne points publisher
26toy-robust-backend-slam. Toy DCS
25image_based_visual_servoing_tutorial. Python
18ceres-tutorials. personal practice
17semantickitti-matlab. Some useful tools written in Matlab for Semantic KITTI
16scancontext-cpp. Scan Context C++ for LiDAR Place Recognition
16depth-mapping-matlab. Global 3D Map Construction using RTAB-Map iPhone/iPad app data
13numerical_geometric_programming_lectures. tbb, gpu things for robotics
13kitti-global-map-making. global map construction for kitti360 dataset (can be used for the original kitti)
113dv2025-papers-taxonomy-analysis.
10iros23-paper-title-and-abstracts. parser pythonc code and sqlite db file
10ipad_data_processsing. some utils
9gisbi-kim.github.io. blog
8mulran-evaluation. MATLAB
8thrust_examples. Hands-on Learning about cpu vs gpu
8arxiv_gpt_korean_translator. using openai api
6fit-plane-open3d. example with real world lidar scan
6control_toy_practices. for beginners
6cpp-profiling-practice. for education.
6ComplexUrbanH3DS. To make virtual horizontal 3D scans (so H3DS) from the original Complex Urbans Dataset's point cloud, which was made from 2D push-broom lidars.
5D-Map. D-Map provides an efficient occupancy mapping approach for high-resolution LiDAR sensors.
5my-interest-cvpr21-paper-listup.
4LCDNet. PyTorch code for training LCDNet for loop closure detection in LiDAR SLAM. http://rl.uni-freiburg.de/research/lidar-slam-lc
4M_FASTLIVO. FAST-LIVO easy to read, esay to understand
4scan_saver. input: rosbag (topics), output: custom .bin file per scan
4pypose-practice. pypose practices
4cpp-design-pattern. C++
4cpp_study. A personal study backup
4pytorch-solver-tutorial. pytorch-based optimization examples for traditional problems
4RaPlace. Python
3kitti_making_lidar_gt_pose. head to tail based lidar gt pose making code
3OusterRangeImageMatlab. OusterRangeImageMatlab
2preprocessing-pointnetvlad. Python
2A-LOAM-refactored. (wip) Refactoring Advanced implementation of LOAM
2SfM-Toy-Library. A toy library for Structure from Motion using OpenCV
2imu_x_fusion. IMU + X(GNSS, VO) Loose Fusion Localization based on ESKF
1yeti_odom_drawer. MATLAB
1my_docker_runs. for backup
1