Smart City Gnosys

Smart city article details

Title	Real-Time Multi-Camera Analytics For Traffic Information Extraction And Visualization
ID_Doc	44405
Authors	Ghasemi M.; Kleisarchaki S.; Calmant T.; Lu J.; Ojha S.; Kostic Z.; Gurgen L.; Zussman G.; Ghaderi J.
Year	2023
Published	2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023
DOI	http://dx.doi.org/10.1109/PerComWorkshops56833.2023.10150224
Abstract	The density and complexity of urban environments present significant challenges for autonomous vehicles. Moreover, ensuring pedestrians' safety and protecting personal privacy are crucial considerations in these environments. Smart city intersections and AI-powered traffic management systems will be essential for addressing these challenges. Therefore, our research focuses on creating an experimental framework for the design of applications that support the secure and efficient management of traffic intersections in urban areas. We integrated two cameras (street-level and bird's eye view), both viewing an intersection, and a programmable edge computing node, deployed within the COSMOS testbed in New York City, with a central management platform provided by Kentyou. We designed a pipeline to collect and analyze the video streams from both cameras and obtain real-time traffic/pedestrian-related information to support smart city applications. The obtained information from both cameras is merged, and the results are sent to a dedicated dashboard for real-time visualization and further assessment (e.g., accident prevention). The process does not require sending the raw videos in order to avoid violating pedestrians' privacy. In this demo, we present the designed video analytic pipelines and their integration with Kentyou central management platform. © 2023 IEEE.
Author Keywords	camera networks; object detection and tracking; real-time visualization; smart intersection

Similar Articles

Id	Similarity	Authors	Title	Published
44316	0.966	Ghasemi M.; Kleisarchaki S.; Calmant T.; Gürgen L.; Ghaderi J.; Kostic Z.; Zussman G.	Real-Time Camera Analytics For Enhancing Traffic Intersection Safety	MobiSys 2022 - Proceedings of the 2022 20th Annual International Conference on Mobile Systems, Applications and Services (2022)
21836	0.91	Barthélemy, J; Verstaevel, N; Forehead, H; Perez, P	Edge-Computing Video Analytics For Real-Time Traffic Monitoring In A Smart City	SENSORS, 19, 9 (2019)
5789	0.907	Ranka S.; Rangarajan A.; Elefteriadou L.; Srinivasan S.; Poasadas E.; Hoffman D.; Ponnulari R.; Dilmore J.; Byron T.	A Vision Of Smart Traffic Infrastructure For Traditional, Connected, And Autonomous Vehicles	Proceedings - 2020 International Conference on Connected and Autonomous Driving, MetroCAD 2020 (2020)
50553	0.9	Duan Z.; Yang Z.; Samoilenko R.; Oza D.S.; Jagadeesan A.; Sun M.; Ye H.; Xiong Z.; Zussman G.; Kostic Z.	Smart City Traffic Intersection: Impact Of Video Quality And Scene Complexity On Precision And Inference	2021 IEEE 23rd International Conference on High Performance Computing and Communications, 7th International Conference on Data Science and Systems, 19th International Conference on Smart City and 7th International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC-DSS-SmartCity-DependSys 2021 (2022)
16287	0.897	Yang S.; Bailey E.; Yang Z.; Ostrometzky J.; Zussman G.; Seskar I.; Kostic Z.	Cosmos Smart Intersection: Edge Compute And Communications For Bird'S Eye Object Tracking	2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020 (2020)
35765	0.893	Fleck T.; Pavlitska S.; Nitzsche S.; Pachideh B.; Peccia F.; Ahmed S.H.; Meyer S.M.; Richter M.; Broertjes K.; Neftci E.; Becker J.; Bringmann O.; Marius Zollner J.	Low-Power Traffic Surveillance Using Multiple Rgb And Event Cameras: A Survey	Proceedings of 2023 IEEE International Smart Cities Conference, ISC2 2023 (2023)
21807	0.891	Skadins A.; Ivanovs M.; Rava R.; Nesenbergs K.	Edge Pre-Processing Of Traffic Surveillance Video For Bandwidth And Privacy Optimization In Smart Cities	Proceedings of the Biennial Baltic Electronics Conference, BEC, 2020-October (2020)
44471	0.885	Mohanty A.; Mohapatra A.G.; Mohanty S.K.	Real-Time Traffic Monitoring With Ai In Smart Cities	Lecture Notes in Intelligent Transportation and Infrastructure, Part F99 (2025)
50320	0.879	Kostic Z.; Angus A.; Yang Z.; Duan Z.; Seskar I.; Zussman G.; Raychaudhuri D.	Smart City Intersections: Intelligence Nodes For Future Metropolises	Computer, 55, 12 (2022)
15433	0.877	Bhasin S.; Saini S.; Gupta D.; Mann S.	Computer Vision Based Traffic Monitoring System	2024 11th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2024 (2024)