Video Traffic Analysis for Abnormal Event Detection
| 项目名称： | Video Traffic Analysis for Abnormal Event Detection |
| 摘要： | The project has developed statistical approaches for the detection of abnormal video events for surveillance applications. The project proposes to extend such approaches and apply them towards the classification of vehicle trajectories in roadway video data for analysis and mitigation of traffic congestion. With the proposed approach, traffic information will first be analyzed off-line in an automated fashion. The project examines both the behavior of each vehicle independently but also its interaction with other vehicles. The effect of abnormal events onto incoming traffic will be a central objective of the investigation. The goal is to provide the foundations of a system that will allow for the off-line analysis of video data. The results of the off-line analysis could be utilized in two major ways: (i) by transportation officials to consider revising transportation rules and regulations and (ii) in developing on-line technologies for tracking the most disruptive abnormal events and minimizing their effect in creating congestion, via, for example, deployment of emergency vehicles, timely response of transportation agencies, and roadside information display systems. |
| 状态： | Completed |
| 资金： | 200000.00 |
| 资助组织： | Center for the Commercialization of Innovative Transportation Technology |
| 开始时间： | 20080201 |
| 实际结束时间： | 20090630 |
| 主题领域： | Highways；Maintenance and Preservation；Operations and Traffic Management；Research；Vehicles and Equipment |
相关文献
- Evaluation of Smart Video for Transit Event Detection
- A Proof-of-Concept and Demonstration of a High Definition, Digital Video Surveillance and Wireless Transmission System for Traffic Monitoring and Analysis
- Extraction of Truck Traffic Data Using Video Based Vehicle Detection (Video Detection Based Truck Traffic Data Collection)
- Freeway Incident Detection and Management using Unmanned Aircraft Systems (Phase III)
- Cloud-Based Virtual Traffic Sensor Network with 511 CCTV Traffic Video Stream
- Breaking Wire Detection and Strain Distribution of Seven-Wire Steel Cables with Acoustic Emission and Optical Fiber Sensors- Civil Engineering portion
检索历史
应用推荐
