Infrastructure-based object detection and tracking for cooperative driving automation: A survey

Z Bai, G Wu, X Qi, Y Liu, K Oguchi… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Object detection and tracking play a fundamental role in enabling Cooperative Driving
Automation (CDA), which is regarded as the revolutionary solution to addressing safety …

Object detection based on roadside LiDAR for cooperative driving automation: A review

P Sun, C Sun, R Wang, X Zhao - Sensors, 2022 - mdpi.com
Light Detection and Ranging (LiDAR) technology has the advantages of high detection
accuracy, a wide range of perception, and not being affected by light. The 3D LiDAR is …

Pillargrid: Deep learning-based cooperative perception for 3d object detection from onboard-roadside lidar

Z Bai, G Wu, MJ Barth, Y Liu, EA Sisbot… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
3D object detection plays a fundamental role in enabling driving automation, which is
regarded as a significant leap forward for contemporary transportation systems from the …

Vinet: Lightweight, scalable, and heterogeneous cooperative perception for 3d object detection

Z Bai, G Wu, MJ Barth, Y Liu, EA Sisbot… - Mechanical Systems and …, 2023 - Elsevier
Utilizing the latest advances in Artificial Intelligence (AI), the computer vision community is
now witnessing an unprecedented evolution in all kinds of perception tasks, particularly in …

A survey and framework of cooperative perception: From heterogeneous singleton to hierarchical cooperation

Z Bai, G Wu, MJ Barth, Y Liu, EA Sisbot… - arXiv preprint arXiv …, 2022 - arxiv.org
Perceiving the environment is one of the most fundamental keys to enabling Cooperative
Driving Automation (CDA), which is regarded as the revolutionary solution to addressing the …

Center-aware 3d object detection with attention mechanism based on roadside lidar

H Shi, D Hou, X Li - Sustainability, 2023 - mdpi.com
Infrastructure 3D Object Detection is a pivotal component of Vehicle-Infrastructure
Cooperated Autonomous Driving (VICAD). As turning objects account for a high proportion …

Cooperverse: A mobile-edge-cloud framework for universal cooperative perception with mixed connectivity and automation

Z Bai, G Wu, MJ Barth, Y Liu, EA Sisbot… - arXiv preprint arXiv …, 2023 - arxiv.org
Cooperative perception (CP) is attracting increasing attention and is regarded as the core
foundation to support cooperative driving automation, a potential key solution to addressing …

Cyber mobility mirror for enabling cooperative driving automation in mixed traffic: A co-simulation platform

Z Bai, G Wu, X Qi, Y Liu, K Oguchi… - IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Endowed with automation and connectivity, connected and automated vehicles (CAVs) will
be a revolutionary promoter for cooperative driving automation (CDA). Nevertheless, CAVs …

Accounting for the special role of infrastructure-assisted collective perception

FA Schiegg, AL Rueeck, J Gamerdinger… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
The number of traffic participants has increased exponentially over the past century, making
a traffic accident the most likely cause of death for children and young adults today. Vehicle …

Development, Validation, and Integration of AI-Driven Computer Vision System and Digital-Twin System for Traffic Safety Dignostics

O Zheng - 2023 - stars.library.ucf.edu
The use of data and deep learning algorithms in transportation research have become
increasingly popular in recent years. Many studies rely on real-world data. Collecting …