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 …

Multiple object tracking using k-shortest paths optimization

J Berclaz, F Fleuret, E Turetken… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Multi-object tracking can be achieved by detecting objects in individual frames and then
linking detections across frames. Such an approach can be made very robust to the …

Tracking multiple people under global appearance constraints

HB Shitrit, J Berclaz, F Fleuret… - … conference on computer …, 2011 - ieeexplore.ieee.org
In this paper, we show that tracking multiple people whose paths may intersect can be
formulated as a convex global optimization problem. Our proposed framework is designed to …

A survey of vision-based vehicle detection and tracking techniques in ITS

Y Liu, B Tian, S Chen, F Zhu… - Proceedings of 2013 IEEE …, 2013 - ieeexplore.ieee.org
There has been an ever-increasing interest in research on traffic detection and traffic scene
understanding based on computer vision, driven by the increasing processor speed and the …

Multi-commodity network flow for tracking multiple people

HB Shitrit, J Berclaz, F Fleuret… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this paper, we show that tracking multiple people whose paths may intersect can be
formulated as a multi-commodity network flow problem. Our proposed framework is …

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 …

Non-markovian globally consistent multi-object tracking

A Maksai, X Wang, F Fleuret… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Many state-of-the-art approaches to multi-object tracking rely on detecting them in each
frame independently, grouping detections into short but reliable trajectory segments, and …

Apparatus and method for moving object detection

CH Huang, CC Chou, YT Wu, CH Kao… - US Patent …, 2013 - Google Patents
An apparatus and method for moving object detection com putes a corresponding frame
difference for every tWo succes sive image frames of a moving object, and segments a …

Decentralized particle filter for joint individual-group tracking

L Bazzani, M Cristani, V Murino - 2012 IEEE Conference on …, 2012 - ieeexplore.ieee.org
In this paper, we address the task of tracking groups of people in surveillance scenarios.
This is a major challenge in computer vision, since groups are structured entities, subjected …