Large-scale mapping in complex field scenarios using an autonomous car

F Mutz, LP Veronese, T Oliveira-Santos… - Expert Systems with …, 2016 - Elsevier
map built by the system is used for localization and for autonomous navigation as the vehicle
… to design a precise large-scale mapping system for autonomous vehicles, suitable for use …

[PDF][PDF] Mapping with an autonomous car

P Lamon, C Stachniss, R Triebel… - … of The Workshop …, 2006 - research-collection.ethz.ch
… whereas certain issues like building consistent largescale maps of the environment have
been … towards mapping large areas therefore has a different aim compared to the vehicles

A large-scale mapping method based on deep neural networks applied to self-driving car localization

VB Cardoso, AS Oliveira, A Forechi… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
… NeuralMapper infers the probability of each grid map cell … for localization purposes in a
self-driving car and most of the … literature for methods using other grid mapping approaches. …

Fully automatic large-scale point cloud mapping for low-speed self-driving vehicles in unstructured environments

X Gao, Q Wang, H Gu, F Zhang… - … Intelligent Vehicles …, 2021 - ieeexplore.ieee.org
… a fully automated mapping system for low-speed self-driving vehicles. A novel mapping
pipeline … on more than 1,000 maps, covering most of the operating scenarios of such low-speed …

Simultaneous localization and mapping: A survey of current trends in autonomous driving

G Bresson, Z Alsayed, L Yu… - … on Intelligent Vehicles, 2017 - ieeexplore.ieee.org
maps in various conditions (weather, season, etc.). We also go through the emerging domain
of multi-vehicle SLAM and its link with self-driving cars. … the various largescale experiments …

Development of localisation and mapping software for autonomous cars

K Jo, M Sunwoo - IET Intelligent Transport Systems, 2019 - Wiley Online Library
… and mapping of autonomous cars. The common software platform for localisation and mapping
… guidelines of the localisation and mapping software. A graph structure of localisation and …

Mapping for autonomous driving: Opportunities and challenges

K Wong, Y Gu, S Kamijo - IEEE Intelligent Transportation …, 2020 - ieeexplore.ieee.org
… are complementary to the driver’s own senses, experiences, and judgment, autonomous
vehicles require far more detailed maps to aid their decision-making process. …

[PDF][PDF] MIT autonomous vehicle technology study: Large-scale deep learning based analysis of driver behavior and interaction with automation

L Fridman, DE Brown, M Glazer, W Angell… - arXiv preprint arXiv …, 2017 - researchgate.net
… of localization, mapping, scene perception, vehicle control, trajectory optimization, and
higher-level planning decisions associated with autonomous vehicle development remain full of …

Autonomous cars: Research results, issues, and future challenges

R Hussain, S Zeadally - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
… in autonomous cars [26], long-term maps’ constructions for … limit the full potential of the
commercial autonomous car from … for the fullscale testing and validation of autonomous cars [134], …

Autonomous vehicle navigation in rural environments without detailed prior maps

T Ort, L Paull, D Rus - 2018 IEEE international conference on …, 2018 - ieeexplore.ieee.org
maps. We demonstrate the performance of the system on a full-scale autonomous vehicle
navigating in a challenging rural environment and benchmark the system on a large amount …