Cooperative lidar sensing for pedestrian detection: Data association based on message passing neural networks

BC Tedeschini, M Brambilla, L Barbieri… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This paper considers the problem of cooperative lidar sensing in vehicular networks. We
focus on the task of associating the vehicle-generated measurements by lidars to enable a …

Adaptive feature fusion for cooperative perception using lidar point clouds

D Qiao, F Zulkernine - Proceedings of the IEEE/CVF winter …, 2023 - openaccess.thecvf.com
Cooperative perception allows a Connected Autonomous Vehicle (CAV) to interact with the
other CAVs in the vicinity to enhance perception of surrounding objects to increase safety …

Implicit vehicle positioning with cooperative lidar sensing

L Barbieri, BC Tedeschini, M Brambilla… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
This paper considers the problem of cooperative localization of passive objects in a
vehicular environment through the fusion of lidar point clouds collected at different moving …

Raw fusion of camera and sparse LiDAR for detecting distant objects

A Rövid, V Remeli, Z Szalay - at-Automatisierungstechnik, 2020 - degruyter.com
Environment perception plays a significant role in autonomous driving since all traffic
participants in the vehicle's surroundings must be reliably recognized and localized in order …

Fully convolutional neural networks for LIDAR–camera fusion for pedestrian detection in autonomous vehicle

J Alfred Daniel, C Chandru Vignesh, BA Muthu… - Multimedia Tools and …, 2023 - Springer
Pedestrian detection appears to be an integral part of a vast array of vision-based
technologies, ranging from item recognition and monitoring via surveillance cameras to …

Deep Learning-Based Pedestrian Detection Using RGB Images and Sparse LiDAR Point Clouds

H Xu, S Huang, Y Yang, X Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
One of the fundamental tasks in autonomous driving is environment perception for
pedestrian detection, where the fused pedestrian detection using camera and light detection …

Multiview random forest of local experts combining rgb and lidar data for pedestrian detection

A González, G Villalonga, J Xu… - 2015 IEEE Intelligent …, 2015 - ieeexplore.ieee.org
Despite recent significant advances, pedestrian detection continues to be an extremely
challenging problem in real scenarios. In order to develop a detector that successfully …

LIDAR and vision‐based pedestrian detection system

C Premebida, O Ludwig, U Nunes - Journal of Field Robotics, 2009 - Wiley Online Library
A perception system for pedestrian detection in urban scenarios using information from a
LIDAR and a single camera is presented. Two sensor fusion architectures are described, a …

A pedestrian detection algorithm based on score fusion for multi-LiDAR systems

T Wu, J Hu, L Ye, K Ding - Sensors, 2021 - mdpi.com
Pedestrian detection plays an essential role in the navigation system of autonomous
vehicles. Multisensor fusion-based approaches are usually used to improve detection …

A cooperative perception environment for traffic operations and control

H Chen, B Liu, X Zhang, F Qian, ZM Mao… - arXiv preprint arXiv …, 2022 - arxiv.org
Existing data collection methods for traffic operations and control usually rely on
infrastructure-based loop detectors or probe vehicle trajectories. Connected and automated …