Review on 3D Lidar Localization for Autonomous Driving Cars

06/01/2020
by   Mahdi Elhousni, et al.
0

LIDAR sensors are bound to become one the core sensors in achieving full autonomy for self driving cars. LIDARs are able to produce rich, dense and precise spatial data, which can tremendously help in localizing and tracking a moving vehicle. In this paper, we review the latest finding in 3D LIDAR localization for autonomous driving cars, and analyze the results obtained by each method, in an effort to guide the research community towards the path that seems to be the most promising.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/20/2020

Learning to Localize Using a LiDAR Intensity Map

In this paper we propose a real-time, calibration-agnostic and effective...
research
06/04/2021

RoadMap: A Light-Weight Semantic Map for Visual Localization towards Autonomous Driving

Accurate localization is of crucial importance for autonomous driving ta...
research
02/16/2021

LEAD: LiDAR Extender for Autonomous Driving

3D perception using sensors under vehicle industrial standard is the rig...
research
12/23/2018

An Efficient L-Shape Fitting Method for Vehicle Pose Detection with 2D LiDAR

Detecting vehicles with strong robustness and high efficiency has become...
research
06/18/2023

LiDAR-Based Place Recognition For Autonomous Driving: A Survey

LiDAR-based place recognition (LPR) plays a pivotal role in autonomous d...
research
04/24/2022

Six Levels of Autonomous Process Execution Management (APEM)

Terms such as the Digital Twin of an Organization (DTO) and Hyperautomat...
research
08/28/2018

Deep Lidar CNN to Understand the Dynamics of Moving Vehicles

Perception technologies in Autonomous Driving are experiencing their gol...

Please sign up or login with your details

Forgot password? Click here to reset