[HTML][HTML] Semantic interpretation of raw survey vehicle sensory data for lane-level HD map generation

M Bellusci, P Cudrano, S Mentasti… - Robotics and …, 2024 - Elsevier
High-definition (HD) maps provide a complementary source of information for Advanced
Driver Assistance Systems (ADAS), allowing them to better understand the vehicle's …

Creating semantic HD maps from aerial imagery and aggregated vehicle telemetry for autonomous vehicles

Y Wei, F Mahnaz, O Bulan, Y Mengistu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
We present a new framework for creating lane-level detailed HD-maps at scale for
autonomous vehicles (AVs). In order to overcome scaling challenges of ground survey …

csboundary: City-scale road-boundary detection in aerial images for high-definition maps

Z Xu, Y Liu, L Gan, X Hu, Y Sun, M Liu… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
High-Definition (HD) maps can provide precise geometric and semantic information of static
traffic environments for autonomous driving. Road-boundary is one important information …

Crowd-sourced semantic edge mapping for autonomous vehicles

M Herb, T Weiherer, N Navab… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
Highly accurate maps of the road infrastructure are a crucial cornerstone for self-driving cars
to enable navigation in complex traffic scenarios. Traditional methods for creating detailed …

Vectormapnet: End-to-end vectorized hd map learning

Y Liu, T Yuan, Y Wang, Y Wang… - … on Machine Learning, 2023 - proceedings.mlr.press
Autonomous driving systems require High-Definition (HD) semantic maps to navigate
around urban roads. Existing solutions approach the semantic mapping problem by offline …

HD map generation from vehicle fleet data for highly automated driving on highways

C Doer, M Henzler, H Messner… - 2020 IEEE Intelligent …, 2020 - ieeexplore.ieee.org
In this paper we propose an iterative Graph SLAM based approach to create HD maps from
series production vehicles fleet data. Only high level sensor measurements provided by …

Automatic construction of lane-level hd maps for urban scenes

Y Zhou, Y Takeda, M Tomizuka… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
High definition (HD) maps have demonstrated their essential roles in enabling full
autonomy, especially in complex urban scenarios. As a crucial layer of the HD map, lane …

Hd maps: Exploiting opendrive potential for path planning and map monitoring

A Diaz-Diaz, M Ocaña, Á Llamazares… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Autonomous vehicle (AV) is one of the most challenging engineering tasks of our era. High-
Definition (HD) maps are a fundamental tool in the development of AVs, being considered …

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 …

Reading between the lanes: Road layout reconstruction from partially segmented scenes

L Kunze, T Bruls, T Suleymanov… - 2018 21st International …, 2018 - ieeexplore.ieee.org
Autonomous vehicles require an accurate and adequate representation of their environment
for decision making and planning in real-world driving scenarios. While deep learning …