With urbanization and vehicle availability, there exist many traffic problems including congestion, environmental impact and safety. In order to address these problems, we propose a video driven traffic modelling system in this paper. The system can simulate real-world traffic activities in a computer, based on traffic data recorded in videos. Video processing is employed to estimate metrics such as traffic volumes. These metrics are used to update the traffic system model, which is then simulated using the ParamicsTM traffic simulation platform. Video driven traffic modelling has widespread potential application in traffic systems, due to the convenience and reduced costs of model development and maintenance. Experiments are conducted in t...
Designing and optimizing traffic behavior and animation is a challenging problem of interest to virt...
Few phenomena are more ubiquitous than traffic in urban scenes, and few are more significant economi...
This research focuses on the design and implementation of a system for automating the task of measur...
With urbanization and vehicle availability, there exist many traffic problems including congestion, ...
We propose Video Driven Traffic Modelling (VDTM) for accurate simulation of real-world traffic behav...
In a previous work [Pasini L and Sabatini S 2016 TASK Quart. 20 (1) 9], we described a technique tha...
Vehicle detectors (VDs) are usually distributed in a road network to detect macroscopic traffic situ...
Virtualized traffic via various simulation models and real-world traffic data are promising approach...
Abstract — This paper presents a real-time highway monitoring system for tracking and classification...
AbstractMicroscopic simulation models need to be calibrated to represent realistic local traffic con...
AbstractThe relevance of microscopic traffic simulation models for the analysis of traffic operation...
We present a video-based approach to learn the specific driving characteristics of drivers in the vi...
Video data and the tools for automated analysis have a great potential to be used in road traffic re...
Computer simulation of traffic is a widely used method in research of traffic modelling, planning an...
The article outlines the video registration method as well as research based on obtained video foota...
Designing and optimizing traffic behavior and animation is a challenging problem of interest to virt...
Few phenomena are more ubiquitous than traffic in urban scenes, and few are more significant economi...
This research focuses on the design and implementation of a system for automating the task of measur...
With urbanization and vehicle availability, there exist many traffic problems including congestion, ...
We propose Video Driven Traffic Modelling (VDTM) for accurate simulation of real-world traffic behav...
In a previous work [Pasini L and Sabatini S 2016 TASK Quart. 20 (1) 9], we described a technique tha...
Vehicle detectors (VDs) are usually distributed in a road network to detect macroscopic traffic situ...
Virtualized traffic via various simulation models and real-world traffic data are promising approach...
Abstract — This paper presents a real-time highway monitoring system for tracking and classification...
AbstractMicroscopic simulation models need to be calibrated to represent realistic local traffic con...
AbstractThe relevance of microscopic traffic simulation models for the analysis of traffic operation...
We present a video-based approach to learn the specific driving characteristics of drivers in the vi...
Video data and the tools for automated analysis have a great potential to be used in road traffic re...
Computer simulation of traffic is a widely used method in research of traffic modelling, planning an...
The article outlines the video registration method as well as research based on obtained video foota...
Designing and optimizing traffic behavior and animation is a challenging problem of interest to virt...
Few phenomena are more ubiquitous than traffic in urban scenes, and few are more significant economi...
This research focuses on the design and implementation of a system for automating the task of measur...