Smart City Gnosys

Smart city article details

Title	Intelligent Surveillance In Smart City Using 3D Road Monitoring
ID_Doc	32564
Authors	Tariq A.; Ali S.; Xing X.; Wang G.
Year	2020
Published	Proceedings - 2020 IEEE 8th International Conference on Smart City and Informatization, iSCI 2020
DOI	http://dx.doi.org/10.1109/iSCI50694.2020.00013
Abstract	Traffic accidents and lack of road monitoring are never-ending cause of tribulation in metropolitan areas. A solution is required to tackle with these problems. The human eye is not capable of capturing each and everything happening on the roads. To build a secure environment in smart cities an intelligent surveillance system is required to keep an eye on what is happening on roads. The current security measures for surveillance are not enough to capture everything. For instance, single view and fixed CCTV cameras are installed on roads. They are only capable of providing information on a fixed angle. The current solution lacks at recognizing the type, model, and license plate of the vehicle. Therefore, the objective of this paper is to develop a 3D road monitoring model to provide intelligent surveillance in smart cities. The proposed solution is capable of performing efficient vehicle detection along with sensing unusual activities on the road. For this, pre-trained models trained using deep neural networks for vehicle detection, license plate recognition, and unusual activity detection are combined through stacking. It will reduce the man work, time, and complexity of the traffic controls. © 2020 IEEE.
Author Keywords	3D road monitoring; Deep neural networks; License plate recognition; Smart city; Stacking; Unusual activity detection; Vehicle detection

Similar Articles

Id	Similarity	Authors	Title	Published
44480	0.875	Srikanth M.; Krishna N.S.V.S.S.J.; Krishna S.J.S.; Irfan S.; Venkat T.G.	Real-Time Vehicle Detection And Road Condition Prediction For Smart Urban Areas	Proceedings of the 4th International Conference on Ubiquitous Computing and Intelligent Information Systems, ICUIS 2024 (2024)
6563	0.865	Nijim M.; Kanumuri V.; Alaqqad W.; Albataineh H.	Advanced Traffic Management System For Smart Cities	Lecture Notes in Networks and Systems, 700 LNNS (2023)
51587	0.864	Lingani G.M.; Rawat D.B.; Garuba M.	Smart Traffic Management System Using Deep Learning For Smart City Applications	2019 IEEE 9th Annual Computing and Communication Workshop and Conference, CCWC 2019 (2019)
17912	0.861	Risha K.; Jude Hemanth D.	Deep Learning Models For Moving Vehicle Detection In Traffic Surveillance Video For Smart City Applications	Communications in Computer and Information Science, 1888 CCIS (2023)
13257	0.86	Agarwal N.; Jangid A.; Sharma A.; Kumar N.; Kumar M.; Kumar P.; Chakraborty P.	Camera-Based Smart Traffic State Detection In India Using Deep Learning Models	2021 International Conference on COMmunication Systems and NETworkS, COMSNETS 2021 (2021)
60916	0.859	Shihabudeen H.; Rajeesh J.	Vehicle Detection In Smart City Surveillance Using Emerging Technologies	ICISTSD 2022 - 3rd International Conference on Innovations in Science and Technology for Sustainable Development (2022)
49704	0.859	Omar T.; Bovard D.; Tran H.	Smart Cities Traffic Congestion Monitoring And Control System	ACMSE 2020 - Proceedings of the 2020 ACM Southeast Conference (2020)
5776	0.859	Lucking M.; Rivera E.; Kohout L.; Zimmermann C.; Polad D.; Stork W.	A Video-Based Vehicle Counting System Using An Embedded Device In Realistic Traffic Conditions	IEEE World Forum on Internet of Things, WF-IoT 2020 - Symposium Proceedings (2020)
57343	0.858	Borau Bernad J.; Ramajo-Ballester Á.; Armingol Moreno J.M.	Three-Dimensional Vehicle Detection And Pose Estimation In Monocular Images For Smart Infrastructures	Mathematics, 12, 13 (2024)
24007	0.858	Kumari S.; Kumar T.	Enhancing The Capabilities Of Traffic Surveillance System By Integration Of Intelligent Vehicle Classification Technique	Multimedia Tools and Applications (2025)