Fault diagnosis of the autonomous driving perception system based on information fusion

W Hou, W Li, P Li - Sensors, 2023 - mdpi.com
The reliability of autonomous driving sensing systems impacts the overall safety of the
driving system. However, perception system fault diagnosis is currently a weak area of …

A Real‐Time Complex Road AI Perception Based on 5G‐V2X for Smart City Security

C Xu, H Wu, Y Zhang, S Dai, H Liu… - … and Mobile Computing, 2022 - Wiley Online Library
The Internet of Vehicles and information security are key components of a smart city. Real‐
time road perception is one of the most difficult tasks. Traditional detection methods require …

The hybrid model for lane-changing detection at freeway off-ramps using naturalistic driving trajectories

T Xu, C Wen, L Zhao, M Liu, X Zhang - IEEE Access, 2019 - ieeexplore.ieee.org
In order to promote traffic safety at freeway off-ramps, this paper designed a hybrid model to
identify a lane-changing with vision technology. The unmanned aerial vehicle was used to …

Camera-based lane detection—can yellow road markings facilitate automated driving in snow?

AD Storsæter, K Pitera, E McCormack - Vehicles, 2021 - mdpi.com
Road markings are beneficial to human drivers, advanced driver assistance systems
(ADAS), and automated driving systems (ADS); on the contrary, snow coverage on roads …

Unification of road scene segmentation strategies using multistream data and latent space attention

AJ Naudé, HC Myburgh - Sensors, 2023 - mdpi.com
Road scene understanding, as a field of research, has attracted increasing attention in
recent years. The development of road scene understanding capabilities that are applicable …

Performance optimisation of parallelized adas applications in fpga-gpu heterogeneous systems: A case study with lane detection

X Wang, K Huang, A Knoll - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
The explosive growth of massive data captured by various sensors on modern vehicles has
impelled the deployment of Commercial Off-The-Shelf (COTS) accelerators for the research …

Reliable road scene interpretation based on itom with the integrated fusion of vehicle and lane tracker in dense traffic situation

J Jeong, YH Yoon, JH Park - Sensors, 2020 - mdpi.com
Lane detection and tracking in a complex road environment is one of the most important
research areas in highly automated driving systems. Studies on lane detection cover a …

Implementing and parallelizing real-time lane detection on heterogeneous platforms

X Wang, C Kiwus, C Wu, B Hu… - 2018 IEEE 29th …, 2018 - ieeexplore.ieee.org
Lane detection is a cardinal functionality in state-of-the-art Advanced Driver Assistant
Systems (ADAS). However, it is still not straightforward to fulfill the real-time performance …

Lane vehicle detection and tracking algorithm based on sliding window

R Rajakumar, M Charan, R Pandian, TP Jacob… - … and Internet of Things …, 2022 - Springer
Lane vehicle detection is fundamental to vehicle driving systems and self-driving. The
proposed concept is to employ the pixel difference in the intended lane line backdrop to …

Icciu: A new real-time lane-level positioning algorithm

W Teng, Y Wang, B Yu, J Liu - IEEE Access, 2020 - ieeexplore.ieee.org
Previous real-time lane-level positioning algorithms for in-vehicle navigation systems have
problems of inaccurate positioning and insufficient robustness. Therefore, this paper …