Leveraging video data to better understand driver-pedestrian interactions in a smart city environment

T Li, J Cullom, R Stern - Proceedings of the Workshop on Data-Driven …, 2021 - dl.acm.org
New data sources such as video promise to provide insights into how humans navigate
urban infrastructure and enable analysis of human-in-the-loop interactions. This work …

StreetAware: A high-resolution synchronized multimodal urban scene dataset

Y Piadyk, J Rulff, E Brewer, M Hosseini, K Ozbay… - Sensors, 2023 - mdpi.com
Access to high-quality data is an important barrier in the digital analysis of urban settings,
including applications within computer vision and urban design. Diverse forms of data …

Real-time Multi-Camera Analytics

M Ghasemi, S Kleisarchaki, T Calmant, J Lu, S Ojha… - par.nsf.gov
The density and complexity of urban environments present significant challenges for
autonomous vehicles. Moreover, ensuring pedestrians' safety and protecting personal …

Real-time Multi-Camera Analytics for Traffic Information Extraction and Visualization

M Ghasemi, S Kleisarchaki, T Calmant… - … and other Affiliated …, 2023 - ieeexplore.ieee.org
The density and complexity of urban environments present significant challenges for
autonomous vehicles. Moreover, ensuring pedestrians' safety and protecting personal …

Recognition and Co-Analysis of Pedestrian Activities in Different Parts of Road using Traffic Camera Video

W Xu, H Ross, J Meyer, K Pierce, NR Juri… - arXiv preprint arXiv …, 2021 - arxiv.org
Pedestrian safety is a priority for transportation system managers and operators, and a main
focus of the Vision Zero strategy employed by the City of Austin, Texas. While there are a …

Exploring Human-Vehicle Communication to Balance Transportation Safety and Efficiency: A Naturalistic Field Study of Pedestrian-Vehicle Interactions (02-014) …

M Roediger, J Hickman - 2019 - trid.trb.org
Project Description: Level five automated vehicles are quickly moving to the forefront of the
automotive industry. They are poised to make unparalleled advances in safety and …

Application of Interactive Video Sensing and Management for Pedestrian and Bicycle Safety Studies

W Feng, M Figliozzi, C Monsere - 2014 - trid.trb.org
In this project, the authors designed and implemented a user-friendly interface for pedestrian
crossing and vehicle conflict detection, leveraging the OpenCV computer-vision libraries …

Real-time camera analytics for enhancing traffic intersection safety

M Ghasemi, S Kleisarchaki, T Calmant… - Proceedings of the 20th …, 2022 - dl.acm.org
Crowded metropolises present unique challenges to the potential deployment of
autonomous vehicles. Safety of pedestrians cannot be compromised and personal privacy …

Modelling spatio-temporal patterns in pedestrian behavior at the edge with Jetson SOMs

K Potdar, PM Torrens - Proceedings of the NVIDIA GPU …, 2019 - researchgate.net
As machine intelligence and human activity mix with increasing interactivity on streets,
collection and interpretation of pedestrian behavior data is becoming a critical component of …

Deep learning methods to leverage traffic monitoring cameras for pedestrian data applications

W Xu, N Ruiz-Juri, R Huang, J Duthie, JL Meyer… - 2019 - rosap.ntl.bts.gov
Transportation agencies often own extensive networks of monocular traffic cameras, which
are typically used for traffic monitoring by officials and experts. While the information …