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 …

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 …

Smart city intersections: Intelligence nodes for future metropolises

Z Kostić, A Angus, Z Yang, Z Duan, I Seskar… - Computer, 2022 - ieeexplore.ieee.org
This article explores city intersections as intelligence nodes using high-bandwidth, low-
latency services for providing privacy-preserving smart city applications. COSMOS testbed …

[HTML][HTML] Edge-computing video analytics for real-time traffic monitoring in a smart city

J Barthélemy, N Verstaevel, H Forehead, P Perez - Sensors, 2019 - mdpi.com
The increasing development of urban centers brings serious challenges for traffic
management. In this paper, we introduce a smart visual sensor, developed for a pilot project …

A vision of smart traffic infrastructure for traditional, connected, and autonomous vehicles

S Ranka, A Rangarajan, L Elefteriadou… - … on Connected and …, 2020 - ieeexplore.ieee.org
This smart city traffic management approach seeks to use edge-based video-stream
processing (using multicore and GPU processors) at intersections and in public vehicles …

A visual surveillance system to observe realistic road user behavior for improved pedestrian and cyclist safety at crossroads

N Kirillova, H Possegger… - 2022 18th IEEE …, 2022 - ieeexplore.ieee.org
Pedestrians and cyclists suffer the most serious injuries in traffic accidents. Existing
Pedestrian Protection Systems and Road Safety Systems rely on an ideal model of …

Cosmos smart intersection: Edge compute and communications for bird's eye object tracking

S Yang, E Bailey, Z Yang, J Ostrometzky… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Smart-city intersections will play a crucial role in automated traffic management and
improvement in pedestrian safety in cities of the future. They will (i) aggregate data from in …

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 …

A modern intersection data analytics system for pedestrian and vehicular safety

T Banerjee, K Chen, A Almaraz… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
As a part of road safety initiatives, surrogate road safety approaches have gained popularity
due to the rapid advancement of video collection and processing technologies. This paper …

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 …