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
Autonomous driving has been among the most popular and challenging topics in the past
few years. Among all modules in autonomous driving, High-definition (HD) map has drawn …

High-definition map generation technologies for autonomous driving

Z Bao, S Hossain, H Lang, X Lin - arXiv preprint arXiv:2206.05400, 2022 - arxiv.org
Autonomous driving has been among the most popular and challenging topics in the past
few years. On the road to achieving full autonomy, researchers have utilized various …

Automatic building and labeling of hd maps with deep learning

M Elhousni, Y Lyu, Z Zhang, X Huang - Proceedings of the AAAI …, 2020 - ojs.aaai.org
In a world where autonomous driving cars are becoming increasingly more common,
creating an adequate infrastructure for this new technology is essential. This includes …

High-definition maps construction based on visual sensor: A comprehensive survey

X Tang, K Jiang, M Yang, Z Liu, P Jia… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In recent years, the field of autonomous vehicles has seen a significant increase in
academic research, with high-definition (HD) maps emerging as a critical component of …

High definition map update for autonomous and connected vehicles: A survey

A Boubakri, SM Gammar… - … and Mobile Computing …, 2022 - ieeexplore.ieee.org
As making the right decision is a key element in autonomous driving systems, perfect
knowledge of the traffic environment is necessary in order to avoid dangerous situations …

High definition map for automated driving: Overview and analysis

R Liu, J Wang, B Zhang - The Journal of Navigation, 2020 - cambridge.org
As one of the key enabling technologies for automated driving, High Definition (HD) Maps
have become a major research focus in recent years. While increasing research effort has …

High-definition maps: Comprehensive survey, challenges and future perspectives

G Elghazaly, R Frank, S Harvey… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
In cooperative, connected, and automated mobility (CCAM), the more automated vehicles
can perceive, model, and analyze the surrounding environment, the more they become …

Machine learning assisted high-definition map creation

J Jiao - 2018 IEEE 42nd Annual Computer Software and …, 2018 - ieeexplore.ieee.org
In recent years, autonomous driving technologies have attracted broad and enormous
interests from both academia and industry and are under rapid development. High-Definition …

Vi-map: Infrastructure-assisted real-time hd mapping for autonomous driving

Y He, C Bian, J Xia, S Shi, Z Yan, Q Song… - Proceedings of the 29th …, 2023 - dl.acm.org
HD map is a key enabling technology towards fully autonomous driving. We propose VI-
Map, the first system that leverages roadside infrastructure to enhance real-time HD …

Crowd-sourced mapping of new feature layer for high-definition map

C Kim, S Cho, M Sunwoo, K Jo - Sensors, 2018 - mdpi.com
A High-Definition map (HD map) is a precise and detailed map composed of various
landmark feature layers. The HD map is a core technology that facilitates the essential …