激光slam经典开源算法及论文整理

开源算法

  • loam
  • LeGO-LOAM
  • lio-mapping
  • LIO-SAM
  • Cartographer
  • gmapping
  • hector_slam

考虑到有些朋友们的网络下载论文可能有问题,把论文整理到百度网盘,可自行下载:

  • 链接: https://pan.baidu.com/s/1QziejYngFJAGTZ7LXnlb1g
  • 提取码: kwhi

loam

  • 代码:https://github.com/laboshinl/loam_velodyne
  • 论文:https://ri.cmu.edu/pub_files/2014/7/Ji_LidarMapping_RSS2014_v8.pdf

LeGO-LOAM

  • 代码:https://github.com/RobustFieldAutonomyLab/LeGO-LOAM
  • 论文:https://github.com/RobustFieldAutonomyLab/LeGO-LOAM/blob/master/Shan_Englot_IROS_2018_Preprint.pdf

lio-mapping

  • 代码:https://github.com/hyye/lio-mapping#a-tightly-coupled-3d-lidar-and-inertial-odometry-and-mapping-approach
  • 论文:https://arxiv.org/pdf/1904.06993.pdf

LIO-SAM

  • 代码:https://github.com/TixiaoShan/LIO-SAM
  • 论文:https://arxiv.org/pdf/2007.00258v3.pdf

Cartographer

  • 代码:https://github.com/cartographer-project/cartographer
  • 论文:https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/45466.pdf

gmapping

  • 代码:https://github.com/ros-perception/slam_gmapping
  • 论文: http://www2.informatik.uni-freiburg.de/~stachnis/pdf/grisetti07tro.pdf

hector_slam

  • 代码: https://github.com/tu-darmstadt-ros-pkg/hector_slam
  • 论文:http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.302.2579&rep=rep1&type=pdf

你可能感兴趣的:(开源算法学习,自动驾驶)