题名: |
Detection and Tracking of Vehicles Based on Video and 2D Radar Information |
正文语种: |
中文 |
作者: |
Min Wang LiangWei Jiang Wenjie Lu Qing Ma |
作者单位: |
Traffic Management Research Institute of Ministry of Public Security,Wuxi, hina |
关键词: |
traffic video video monitoring vehicle detection vehicle tracking multi-target radar |
摘要: |
For practical application, over-speed behavior of a vehicle is generally detected by the combination of the radar speedometer and the camera capture.Little information, just a single image of the vehicle and the velocity is recorded as the evidence.If other vehicles are in the sight of the camera, this method cannot identify which one the measured velocity belongs to.The velocity is even inaccurate due to the influence.Focusing on this problem, we introduce a detection and tracking system of vehicles based on the combination of the video and 2D radar information.Multiple vehicles in the sight of the camera are detected and tracked, whose radar information is calibrated and embedded into the image coordinate system.The trajectory and velocity of each vehicle is recorded, and the over-speed judgment of multi-target can be solved.The system is evaluated in the experiments and the practical application.The results show that the proposed fusion algorithm of the video and radar information has a good performance on the detection, tracking and velocity measurement of vehicles. |
会议日期: |
201511 |
会议举办地点: |
成都 |
会议名称: |
2015第二届智能交通国际会议 |
出版日期: |
2015-10-31 |
母体文献: |
2015第二届智能交通国际会议论文集 |