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Fengkui Cao's Projects

iscloam icon iscloam

Intensity Scan Context based full SLAM implementation for autonomous driving. ICRA 2020

lego-loam icon lego-loam

LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain

lio-sam icon lio-sam

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping

lipmatch icon lipmatch

LiPMatch: LiDAR Point Cloud Plane based Loop-Closure

loam_velodyne icon loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

locus icon locus

Robust Lidar Odometry System

lpd-net icon lpd-net

LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis, ICCV 2019, Seoul, Korea

lpm icon lpm

Locality Preserving Matching

lvi-sam icon lvi-sam

LVI-SAM: Tightly-coupled Lidar-Visual-Inertial Odometry via Smoothing and Mapping

minkloc3d icon minkloc3d

MinkLoc3D: Point Cloud Based Large-Scale Place Recognition

minkloc3dv2 icon minkloc3dv2

MinkLoc3Dv2: Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training

models icon models

Models and examples built with TensorFlow

mr-rpm icon mr-rpm

Nonrigid Point Set Registration with Robust Transformation Learning under Manifold Regularization / Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization

multi_view_cnn icon multi_view_cnn

This repository is for point cloud classification using multi-view convolution neural network

mvsc icon mvsc

The code is cooming soon.

netvlad icon netvlad

NetVLAD: CNN architecture for weakly supervised place recognition

octnet icon octnet

OctNet: Learning Deep 3D Representations at High Resolutions

octomap_mapping icon octomap_mapping

ROS stack for mapping with OctoMap, contains octomap_server package

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