Mapping for autonomous driving: Opportunities and challenges

K Wong, Y Gu, S Kamijo - IEEE Intelligent Transportation …, 2020 - ieeexplore.ieee.org
… of maps for autonomous driving and a synthesis of the opportunities and challenges. For …
years, maps have helped human drivers make better decisions, and in the future, maps will …

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

G Bresson, Z Alsayed, L Yu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… And Mapping field when considering the recent evolution of autonomous driving. The
growing interest regarding self-driving cars has given new directions to localization and …

Lanelets: Efficient map representation for autonomous driving

P Bender, J Ziegler, C Stiller - 2014 IEEE Intelligent Vehicles …, 2014 - ieeexplore.ieee.org
map for the field of autonomous driving. We … map specification, an example creation process
as well as the access library libLanelet which is available for download. Based on the map, …

Online cooperative 3D mapping for autonomous driving

Z XuanYuan, B Li, X Zhang, L Chen… - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
… 3D cooperative mapping method that can be used in autonomous driving applications or
other robot mapping scenarios. No knowledge is required for the vehicles’ initial pose for map

[HTML][HTML] Simultaneous Localization and Mapping (SLAM) for Autonomous Driving: Concept and Analysis

S Zheng, J Wang, C Rizos, W Ding, A El-Mowafy - Remote Sensing, 2023 - mdpi.com
… , play several roles in support of autonomous driving and may be able to … map” for autonomous
driving is also facilitated by techniques such as Simultaneous Localization and Mapping

Probabilistic semantic mapping for urban autonomous driving applications

D Paz, H Zhang, Q Li, H Xiang… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
… pre-built point cloud map information to perform … maps to accurately localize them in the
world, and leverages the confusion matrix formulation to construct a probabilistic semantic map

A review of high-definition map creation methods for autonomous driving

Z Bao, S Hossain, H Lang, X Lin - Engineering Applications of Artificial …, 2023 - Elsevier
… This paper reviews recent HD map creation methods that leverage both 2D and 3D map
HD maps and their usefulness in autonomous driving and gives a detailed overview of HD map

Robust LIDAR localization using multiresolution Gaussian mixture maps for autonomous driving

RW Wolcott, RM Eustice - The International Journal of …, 2017 - journals.sagepub.com
… The first portion of our localization framework is the offline mapping stage, which generates
the map to be used for online localization. Our goal here is to generate a map that is …

Counter-mapping the spaces of autonomous driving

LFA León - Cartographic perspectives, 2019 - cartographicperspectives.org
… of autonomous driving technologies, and explore how such tensions can open up avenues
for counter-mapping the … The design and massive commercialization of autonomous vehicles …

[HTML][HTML] Simultaneous localization and map change update for the high definition map-based autonomous driving car

K Jo, C Kim, M Sunwoo - Sensors, 2018 - mdpi.com
… precise map, but we unified the terminologies into the HD map in … map-based autonomous
driving, we can classify the map features into three classes. The map features on the HD map