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An Advanced ICTVSS Model for Real-Time Vehicle Traffic Applications

You-Shyang Chen, Chien-Ku Lin, Yao-Wen Kan
2019 Sensors  
As a big effort to deal with the above defects for constructing a smart city, this paper makes a main purpose to develop an advanced system of intelligent cloud-based transportation vehicle surveillance  ...  and low definition resolution for cameras, which is resulted in a dilemma problem caused from providing evidence-based images to a local authority either for criteria for judgment or basis for improvement  ...  Acknowledgments: The authors wish to sincerely thank anonymous referees for their abundant background knowledge and assistance to provide valuable suggestions for improving quality of this study.  ... 
doi:10.3390/s19194134 fatcat:yhct4sqn7jc5zlx2pgkobqvab4

A Progress Review of Intelligent CCTV Surveillance Systems

Anthony Davies, Sergio Velastin
2005 2005 IEEE Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications  
: An intelligent surveillance system must capture and track objects to establish a history of their behaviour, classify the objects (as people or vehicles, etc. of particular types), and establish their  ...  SURVEILLANCE FOR PUBLIC SAFETY Because of the large number of cameras often deployed in public areas, the automatic detection of events of importance for safety and security has become important -the events  ... 
doi:10.1109/idaacs.2005.283015 fatcat:gghc4x7ccbcr5gglsqynp6cqty

Anomaly Detection using Edge Computing in Video Surveillance System: Review [article]

Devashree R. Patrikar, Mayur Rajram Parate
2021 arXiv   pre-print
Despite technical developments in modern science, abnormal event detection in surveillance video systems is challenging and requires exhaustive human efforts.  ...  In this paper, we surveyed various methodologies developed to detect anomalies in intelligent video surveillance. Firstly, we revisit the surveys on anomaly detection in the last decade.  ...  However, it is not possible to view video surveillance scenarios for twenty-four hours and track anomalous events, there is a need for an intelligent surveillance system.  ... 
arXiv:2107.02778v2 fatcat:6sxunswr6jdohoob7qt23cw5ue

A Smart, Efficient, and Reliable Parking Surveillance System with Edge Artificial Intelligence on IoT Devices [article]

Ruimin Ke, Yifan Zhuang, Ziyuan Pu, Yinhai Wang
2020 arXiv   pre-print
Cloud computing has been a main-stream computing service for years. Recently, with the rapid development in urbanization, massive video surveillance data are produced at an unprecedented speed.  ...  The proposed smart parking surveillance system can be a solid foundation for future applications of intelligent transportation systems.  ...  this research, and the help Sound Transit provided in the system installation.  ... 
arXiv:2001.00269v2 fatcat:uy2doyiztjcolps2fburuvnpqa

V-ITS: Video-based Intelligent Transportation System for Monitoring Vehicle Illegal Activities

Qaisar Abbas
2019 International Journal of Advanced Computer Science and Applications  
To address these challenges, an improved V-ITS system is developed in this paper to detect and track vehicles and driver's activities during highway driving.  ...  Vehicle monitoring is a challenging task for videobased intelligent transportation system (V-ITS).  ...  Automatic detection and identification of objects is the main importance of security systems and video surveillance applications.  ... 
doi:10.14569/ijacsa.2019.0100326 fatcat:foof45mi3fft5edbzyhcflc6aa

MeSmart-Pro: Advanced Processing at the Edge for Smart Urban Monitoring and Reconfigurable Services

Antonino Galletta, Armando Ruggeri, Maria Fazio, Gianluca Dini, Massimo Villari
2020 Journal of Sensor and Actuator Networks  
in event detection and processing and making the system more scalable.  ...  related to mobility management, such as traffic flow monitoring, number plate recognition, video surveillance etc.  ...  Acknowledgments: The authors thank the Master's students Alessio Catalfamo, Valeria Lukaj, Francesco Martella and Christian Sicari for their valuable work on the vehicle counting process.  ... 
doi:10.3390/jsan9040055 fatcat:joadye2rpvfgxdqmajwm6iekam

Automatic Accident Detection Techniques using CCTV Surveillance Videos: Methods, Data sets and Learning Strategies

2020 International Journal of Engineering and Advanced Technology  
This paper describes various automatic road accident detection techniques, which automatically detect accidents using surveillance videos in real-time.  ...  Increasing number of vehicles on the roads has brought about numerous difficulties for Street Traffic Management Authorities.  ...  CONCLUSION Different methods for automatically detecting an accident with the help of CCTV surveillance videos are discussed and compared in this paper.  ... 
doi:10.35940/ijeat.c6361.029320 fatcat:anrqemipa5cc5i4czpwh3e7tpu

Intelligent Video Systems and Analytics: A Survey

Honghai Liu, Shengyong Chen, Naoyuki Kubota
2013 IEEE Transactions on Industrial Informatics  
It clearly demonstrates that the importance of the role that intelligent video systems and analytics play can be found in a variety of domains such as transportation and surveillance.  ...  Index Terms-Behavior detection, computer vision, intelligent video system (IVS), surveillance, video analytics, visual context recognition. Naoyuki Kubota (S'95-A'97-M'01) received the B.Sc. degree  ...  Automatic interpretation of human and vehicle motion in surveillance videos is inevitable to detect abnormal behaviors [63] .  ... 
doi:10.1109/tii.2013.2255616 fatcat:53jmubicdrgp7fg3w7zdipd3le

Road Traffic Monitoring System with Self-Learning Function using the Raspberry Pi Platform

Cosmin Rus, Răzvan Marcuş, Olimpiu Stoicuța, I. Bondrea, N.F. Cofaru, M. Inţă
2019 MATEC Web of Conferences  
function for urban traffic junctions.  ...  This system uses modern communications equipment for periodically reading and transmitting parameters such as road temperature, humidity, wind intensity and vehicle weight using different type of sensors  ...  Intelligent visual surveillance for road vehicles is a key component for the development of intelligent transport systems.  ... 
doi:10.1051/matecconf/201929006009 fatcat:3pcbh3knrnf4ple3qwff2xmoie

Pedestrian Detection and Tracking in Video Surveillance System: Issues, Comprehensive Review, and Challenges [chapter]

Ujwalla Gawande, Kamal Hajari, Yogesh Golhar
2020 Computational Intelligence [Working Title]  
A brief summary of surveillance system along with comparisons of pedestrian detection and tracking technique in video surveillance is presented in this chapter.  ...  Pedestrian detection and monitoring in a surveillance system are critical for numerous utility areas which encompass unusual event detection, human gait, congestion or crowded vicinity evaluation, gender  ...  Recent Trends in Computational Intelligence Pedestrian Detection and Tracking in Video Surveillance System: Issues, Comprehensive Review… DOI:  ... 
doi:10.5772/intechopen.90810 fatcat:y2shras2ivfsdjj67jpruhdiyy

The City Brain: Practice of Large-Scale Artificial Intelligence in the Real World

Xiansheng Hua, xu shen, Jianfeng Zhang, jianqiang huang, Jingyuan Chen, Qin Zhou, Zhihang Fu, Yiru Zhao
2019 IET Smart Cities  
City Brain is an end-to-end system whose goal is to glean irreplaceable values from big city data, specifically from videos, with the assistance of rapidly evolving artificial intelligence technologies  ...  Then they focus on the system overview and key technical details of each component of the City Brain system, from cognition to intervention.  ...  Utilising the computer vision technology mentioned above, intelligent analysis such as detection, tracking, crowd counting, and anomaly detection on objects are performed in surveillance videos.  ... 
doi:10.1049/iet-smc.2019.0034 fatcat:45qm7t5qgve7hgyvfzjl7huocq

When Intelligent Transportation Systems Sensing Meets Edge Computing: Vision and Challenges

Xuan Zhou, Ruimin Ke, Hao Yang, Chenxi Liu
2021 Applied Sciences  
Under the context of smart city, intelligent transportation systems (ITS), such as a main building block of modern cities and edge computing (EC), as an emerging computing service that targets addressing  ...  the limitations of cloud computing, have attracted increasing attention in the research community in recent years.  ...  LiDAR signal is 3D point cloud and it can be used for 3D object detection, 3D object tracking, lane detection, obstacle detection, traffic sign detection, and 3D mapping in autonomous vehicles' perception  ... 
doi:10.3390/app11209680 fatcat:li4mubzsbncjbcqfewgr5wemeq

An Intelligent Video Surveillance Framework with Big Data Management for Indian Road Traffic System

R. Balaji, S. Appavu
2015 International Journal of Computer Applications  
Further this system follows the Blob detection, Identification and Tracking using connected components algorithm to determine the correlation between the vehicles moving in the real road scene.  ...  blob tracking based video surveillance algorithm for large scale video analytics.  ...  CONCLUSION In this paper, we have devised an Intelligent Video Surveillance System to track and classify vehicles with the aim of replacing ILDs, particularly on highways.  ... 
doi:10.5120/ijca2015905519 fatcat:z7qz5u3smzgqzo3ekukejkcmmi

Traffic Video Surveillance in Different Weather Conditions

Igor Vujović, Marjan Jurčević, Ivica Kuzmanić
2014 Transactions on Maritime Science  
Various parameters are studied in video-stream traffic surveillance.  ...  The quality of the system was tested under the following weather conditions: sunny, windy, cloudy and rainy.  ...  Urban traffic surveillance Dealing with urban traffic opens a variety of issues. Traffic congestions, common in urban areas and their vicinity, are managed by the intelligent transport system (ITS).  ... 
doi:10.7225/toms.v03.n01.004 fatcat:jcet676jlfaedocsrchf45udwm

Moving vehicle detection from video sequences for Traffic Surveillance System

Jency Rubia J, Babitha Lincy R, Ahmed Thair Al-Heety
2021 ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA)  
help of a Boundary block detection algorithm, and tracking the vehicle.  ...  Automatic moving vehicle detection from video sequences is the core component of the automated traffic management system.  ...  The outcomes display that the proposed system productively detects and tracks moving vehicles in urban videos. II.  ... 
doi:10.5935/jetia.v7i27.731 fatcat:7gff7gh6jze3dimytajoffipbm
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