Maptracker: Tracking with strided memory fusion for consistent vector hd map**

J Chen, Y Wu, J Tan, H Ma, Y Furukawa - European Conference on …, 2024 - Springer
This paper presents a vector HD-map** algorithm that formulates the map** as a
tracking task and uses a history of memory latents to ensure consistent reconstructions over …

Leveraging enhanced queries of point sets for vectorized map construction

Z Liu, X Zhang, G Liu, J Zhao, N Xu - European Conference on Computer …, 2024 - Springer
In autonomous driving, the high-definition (HD) map plays a crucial role in localization and
planning. Recently, several methods have facilitated end-to-end online map construction in …

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 …

Online vectorized hd map construction using geometry

Z Zhang, Y Zhang, X Ding, F **, X Yue - European Conference on …, 2024 - Springer
Abstract Online vectorized High-Definition (HD) map construction is critical for downstream
prediction and planning. Recent efforts have built strong baselines for this task, however …

Solving motion planning tasks with a scalable generative model

Y Hu, S Chai, Z Yang, J Qian, K Li, W Shao… - … on Computer Vision, 2024 - Springer
As autonomous driving systems being deployed to millions of vehicles, there is a pressing
need of improving the system's scalability, safety and reducing the engineering cost. A …

Producing and leveraging online map uncertainty in trajectory prediction

X Gu, G Song, I Gilitschenski… - Proceedings of the …, 2024 - openaccess.thecvf.com
High-definition (HD) maps have played an integral role in the development of modern
autonomous vehicle (AV) stacks albeit with high associated labeling and maintenance costs …

Insightmapper: A closer look at inner-instance information for vectorized high-definition map**

Z Xu, KKY Wong, H Zhao - arxiv preprint arxiv:2308.08543, 2023 - arxiv.org
Vectorized high-definition (HD) maps contain detailed information about surrounding road
elements, which are crucial for various downstream tasks in modern autonomous driving …

Mgmap: Mask-guided learning for online vectorized hd map construction

X Liu, S Wang, W Li, R Yang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Currently high-definition (HD) map construction leans towards a lightweight online
generation tendency which aims to preserve timely and reliable road scene information …

HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction

Y Zhou, H Zhang, J Yu, Y Yang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Vectorized High-Definition (HD) map construction requires predictions of the
category and point coordinates of map elements (eg road boundary lane divider pedestrian …