Thma: Tencent hd map ai system for creating hd map annotations

K Tang, X Cao, Z Cao, T Zhou, E Li, A Liu… - Proceedings of the …, 2023 - ojs.aaai.org
Nowadays, autonomous vehicle technology is becoming more and more mature. Critical to
progress and safety, high-definition (HD) maps, a type of centimeter-level map collected …

High‐definition map automatic annotation system based on active learning

C Zheng, X Cao, K Tang, Z Cao, E Sizikova… - AI …, 2023 - Wiley Online Library
As autonomous vehicle technology advances, high‐definition (HD) maps have become
essential for ensuring safety and navigation accuracy. However, creating HD maps with …

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 …

Vma: Divide-and-conquer vectorized map annotation system for large-scale driving scene

S Chen, Y Zhang, B Liao, J Xie, T Cheng, W Sui… - arXiv preprint arXiv …, 2023 - arxiv.org
High-definition (HD) map serves as the essential infrastructure of autonomous driving. In this
work, we build up a systematic vectorized map annotation framework (termed VMA) for …

Hdmapnet: An online hd map construction and evaluation framework

Q Li, Y Wang, Y Wang, H Zhao - 2022 International Conference …, 2022 - ieeexplore.ieee.org
Constructing HD semantic maps is a central component of autonomous driving. However,
traditional pipelines require a vast amount of human efforts and resources in annotating and …

Bird's eye view semantic segmentation based on improved transformer for automatic annotation

T Liang, W Pan, H Bao, X Fan, H Li - KSII Transactions on Internet …, 2023 - koreascience.kr
High-definition (HD) maps can provide precise road information that enables an
autonomous driving system to effectively navigate a vehicle. Recent research has focused …

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 …

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 …

Mind the map! Accounting for existing map information when estimating online HDMaps from sensor data

R Sun, L Yang, D Lingrand, F Precioso - arXiv preprint arXiv:2311.10517, 2023 - arxiv.org
Online High Definition Map (HDMap) estimation from sensors offers a low-cost alternative to
manually acquired HDMaps. As such, it promises to lighten costs for already HDMap-reliant …

A Vision-Centric Approach for Static Map Element Annotation

J Zhang, S Chen, H Yin, R Mei, X Liu, C Yang… - arXiv preprint arXiv …, 2023 - arxiv.org
The recent development of online static map element (aka HD Map) construction algorithms
has raised a vast demand for data with ground truth annotations. However, available public …