A review of vision-based traffic semantic understanding in ITSs

J Chen, Q Wang, HH Cheng, W Peng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A semantic understanding of road traffic can help people understand road traffic flow
situations and emergencies more accurately and provide a more accurate basis for anomaly …

A survey of vision-based traffic monitoring of road intersections

SRE Datondji, Y Dupuis, P Subirats… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Visual surveillance of dynamic objects, particularly vehicles on the road, has been, over the
past decade, an active research topic in computer vision and intelligent transportation …

A review of computer vision techniques for the analysis of urban traffic

N Buch, SA Velastin, J Orwell - IEEE Transactions on intelligent …, 2011 - ieeexplore.ieee.org
Automatic video analysis from urban surveillance cameras is a fast-emerging field based on
computer vision techniques. We present here a comprehensive review of the state-of-the-art …

A review on traffic monitoring system techniques

NK Jain, RK Saini, P Mittal - Soft computing: Theories and applications …, 2019 - Springer
Increase in traffic density along with the population growth in the world has resulted in more
and more congested roads, air pollution, and accidents. Growth of total number of vehicles …

[PDF][PDF] Automatic symbolic traffic scene analysis using belief networks

T Huang, D Koller, J Malik, G Ogasawara, BS Rao… - AAAI, 1994 - cdn.aaai.org
Automatic symbolic traffic scene analysis is essential to many areas of IVHS (Intelligent
Vehicle Highway Systems). Traffic scene information can be used to optimize traffic flow …

Hierarchical and networked vehicle surveillance in ITS: a survey

B Tian, BT Morris, M Tang, Y Liu, Y Yao… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Traffic surveillance has become an important topic in intelligent transportation systems
(ITSs), which is aimed at monitoring and managing traffic flow. With the progress in computer …

Hierarchical and networked vehicle surveillance in its: A survey

B Tian, BT Morris, M Tang, Y Liu, Y Yao… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Traffic surveillance has become an important topic in intelligent transportation systems
(ITSs), which is aimed at monitoring and managing traffic flow. With the progress in computer …

A real-time computer vision system for vehicle tracking and traffic surveillance

B Coifman, D Beymer, P McLauchlan, J Malik - … Research Part C: Emerging …, 1998 - Elsevier
Increasing congestion on freeways and problems associated with existing detectors have
spawned an interest in new vehicle detection technologies such as video image processing …

Visual cause analytics for traffic congestion

M Pi, H Yeon, H Son, Y Jang - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Urban traffic congestion has become an important issue not only affecting our daily lives, but
also limiting economic development. The primary cause of urban traffic congestion is that the …

Anomaly detection in road traffic using visual surveillance: A survey

KK Santhosh, DP Dogra, PP Roy - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Computer vision has evolved in the last decade as a key technology for numerous
applications replacing human supervision. Timely detection of traffic violations and …