Enhancing online road network perception and reasoning with standard definition maps

H Zhang, D Paz, Y Guo, A Das, X Huang… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
Autonomous driving for urban and highway driving applications often requires High
Definition (HD) maps to generate a navigation plan. Nevertheless, various challenges arise …

A Semantically Aware Multi-View 3D Reconstruction Method for Urban Applications

R Wei, H Pei, D Wu, C Zeng, X Ai, H Duan - Applied Sciences, 2024 - mdpi.com
The task of 3D reconstruction of urban targets holds pivotal importance for various
applications, including autonomous driving, digital twin technology, and urban planning and …

SemVecNet: Generalizable Vector Map Generation for Arbitrary Sensor Configurations

NE Ranganatha, H Zhang, S Venkatramani… - arxiv preprint arxiv …, 2024 - arxiv.org
Vector maps are essential in autonomous driving for tasks like localization and planning, yet
their creation and maintenance are notably costly. While recent advances in online vector …