A review of vision-based traffic semantic understanding in ITSs
J Chen, Q Wang, HH Cheng, W Peng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A semantic understanding of road traffic can help people understand road traffic flow
situations and emergencies more accurately and provide a more accurate basis for anomaly …
situations and emergencies more accurately and provide a more accurate basis for anomaly …
Deep learning-based pedestrian detection in autonomous vehicles: Substantial issues and challenges
In recent years, autonomous vehicles have become more and more popular due to their
broad influence over society, as they increase passenger safety and convenience, lower fuel …
broad influence over society, as they increase passenger safety and convenience, lower fuel …
Hierarchical interpretable imitation learning for end-to-end autonomous driving
End-to-end autonomous driving provides a simple and efficient framework for autonomous
driving systems, which can directly obtain control commands from raw perception data …
driving systems, which can directly obtain control commands from raw perception data …
Novel YOLOv3 model with structure and hyperparameter optimization for detection of pavement concealed cracks in GPR images
Z Liu, X Gu, H Yang, L Wang, Y Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Accurately identifying and localizing concealed cracks in asphalt pavements through
nondestructive ground-penetrating radar (GPR) testing has attracted much attention …
nondestructive ground-penetrating radar (GPR) testing has attracted much attention …
Fast and accurate object detector for autonomous driving based on improved YOLOv5
X Jia, Y Tong, H Qiao, M Li, J Tong, B Liang - Scientific reports, 2023 - nature.com
Autonomous driving is an important branch of artificial intelligence, and real-time and
accurate object detection is key to ensuring the safe and stable operation of autonomous …
accurate object detection is key to ensuring the safe and stable operation of autonomous …
Sora for senarios engineering of intelligent vehicles: V&V, C&C, and beyonds
The advent of Scenarios Engineering (SE) paves the way to a new era of intelligent vehicles
(IVs), driven by Artificial Intelligence (AI)-enabled strategies. It aims at sha** the IVs to be …
(IVs), driven by Artificial Intelligence (AI)-enabled strategies. It aims at sha** the IVs to be …
Multi-modal 3d object detection in autonomous driving: a survey
The past decade has witnessed the rapid development of autonomous driving systems.
However, it remains a daunting task to achieve full autonomy, especially when it comes to …
However, it remains a daunting task to achieve full autonomy, especially when it comes to …
How simulation helps autonomous driving: A survey of sim2real, digital twins, and parallel intelligence
Develo** autonomous driving technologies necessitates addressing safety and cost
concerns. Both academic research and commercial applications of autonomous driving …
concerns. Both academic research and commercial applications of autonomous driving …
An improved lightweight small object detection framework applied to real-time autonomous driving
Recent deep learning-based object detectors have shown compelling performance for the
detection of large objects in autonomous driving applications. However, the detection of …
detection of large objects in autonomous driving applications. However, the detection of …
Large-scale person detection and localization using overhead fisheye cameras
Location determination finds wide applications in daily life. Instead of existing efforts devoted
to localizing tourist photos captured by perspective cameras, in this article, we focus on …
to localizing tourist photos captured by perspective cameras, in this article, we focus on …