Deep learning serves traffic safety analysis: A forward‐looking review

A Razi, X Chen, H Li, H Wang, B Russo… - IET Intelligent …, 2023 - Wiley Online Library
This paper explores deep learning (DL) methods that are used or have the potential to be
used for traffic video analysis, emphasising driving safety for both autonomous vehicles and …

Urbannet: Leveraging urban maps for long range 3d object detection

J Carrillo, S Waslander - 2021 IEEE International Intelligent …, 2021 - ieeexplore.ieee.org
Relying on monocular image data for precise 3D object detection remains an open problem,
whose solution has broad implications for cost-sensitive applications such as traffic …

New concepts to improve mobility by digitization and virtualization: An analysis and evaluation of the technical feasibility

LC Touko Tcheumadjeu, K Stuerz-Mutalibow… - … on Intelligent Transport …, 2021 - Springer
Traffic infrastructures are one of the central elements of today's mobility. They are crucial for
road traffic and offer road users space and orientation for mobility to move within public …

Enhancing Pedestrian Safety in Autonomous Vehicles through Machine Learning

SR Kothuri, V Nivedita, P Padmaloshani… - 2023 International …, 2023 - ieeexplore.ieee.org
Autonomous Vehicles (AVs) have the potential to transform transportation by enhancing
mobility, traffic efficiency, and road safety. Nevertheless, keeping pedestrians safe while AVs …

[图书][B] Video Based Machine Learning for Traffic Intersections

T Banerjee, X Huang, A Wu, K Chen, A Rangarajan… - 2023 - taylorfrancis.com
Video Based Machine Learning for Traffic Intersections describes the development of
computer vision and machine learning-based applications for Intelligent Transportation …

IoVST: Internet of Vehicles and Smart Traffic–Architecture, Applications, and Challenges

K Rajamohan, S Rangasamy, NA Pinto… - … of Research on …, 2023 - igi-global.com
The internet of things (IoT) is the network of sensors, devices, processors, and software,
enabling connection, communication, and data transfer between devices. IoT is able to …

New Concepts to Improve Mobility by Digitization and Virtualization: An Analysis and Evaluation of the Technical Feasibility

D Harmann, J Glaab, R Kaul - Intelligent Transport Systems: 5th …, 2022 - books.google.com
Traffic infrastructures are one of the central elements of today's mobility. They are crucial for
road traffic and offer road users space and orientation for mobility to move within public …

Mobility Innovation “Another CASE”

K Oguri, H Kawanaka, S Ono - IEICE Transactions on …, 2021 - search.ieice.org
The environment surrounding automotive technology is undergoing a major transformation.
In particular, as technological innovation advances in new areas called “CASE” such as …