SLAM领域超实用开源方案汇总(持续更新)
LIO系统
1. direct_lidar_inertial_odometry
github地址:https://github.com/vectr-ucla/direct_lidar_inertial_odometry
论文地址:https://arxiv.org/pdf/2203.03749.pdf
视频地址:https://www.youtube.com/watch?v=4-oXjG8ow10&ab_channel=VECTRLaboratoryatUCLA
2. hm-lio(个人项目,无论文)
github地址:https://github.com/chengwei0427/hm-lio
视频地址:https://www.bilibili.com/video/BV1Hp4y157wW/?vd_source=438f630fe29bd5049b24c7f05b1bcaa3
3. VoxelMapPlus_Public
github地址:https://github.com/uestc-icsp/VoxelMapPlus_Public
论文地址:https://arxiv.org/pdf/2308.02799.pdf
4. Ct-lio(个人开发版本)
github地址:https://github.com/chengwei0427/ct-lio
论文地址:https://arxiv.org/pdf/2109.12979.pdf
回环检测
1. Occupied-Place-Description
github地址:https://github.com/ShiPC-AI/Occupied-Place-Description
2. Uncertainty-LPR
github地址:https://github.com/csiro-robotics/Uncertainty-LPR
论文地址:https://arxiv.org/pdf/2210.01361.pdf
点云配准
1. Pagor
github地址:https://github.com/HKUST-Aerial-Robotics/Pagor
论文地址:https://arxiv.org/pdf/2307.12116.pdf
2. GH-ICP
github地址:https://github.com/YuePanEdward/GH-ICP
论文地址:https://arxiv.org/pdf/1808.03899.pdf
3. nicp
github地址:https://github.com/yorsh87/nicp
论文地址:http://jacoposerafin.com/wp-content/uploads/serafin17ras.pdf
大规模建图
1. HBA
github地址:https://github.com/hku-mars/HBA
论文地址:https://arxiv.org/pdf/2209.11939.pdf
视频地址:https://www.bilibili.com/video/BV1Qg41127j9/?spm_id_from=333.999.0.0&vd_source=af3f3d6d96e7e41b0f57b586f5fbdcc2
非传统方法SLAM方案
1. NeRF-SLAM
github地址:https://github.com/ToniRV/NeRF-SLAM
论文地址:https://arxiv.org/pdf/2210.13641.pdf
视频地址:https://www.youtube.com/watch?v=-6ufRJugcEU&ab_channel=AntoniRosinol
Paper-List
1. Image-Matching-Paper-List
github地址:https://github.com/chicleee/Image-Matching-Paper-List