Occlusion adaptive object tracking based on video image and radar data

被引:2
|
作者
Zhao, Juan [1 ]
Yao, Danya [1 ]
机构
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
来源
2006 6TH INTERNATIONAL CONFERENCE ON ITS TELECOMMUNICATIONS PROCEEDINGS | 2006年
关键词
traffic detection; sensor; image processing; radar; object tracking; occlusion;
D O I
10.1109/ITST.2006.288709
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Vehicle and, pedestrian detection is important in traffic surveillance, a. lid video image processing technology has evolved and, offered promising prospects. Occlusion object tracking is difficult in image processing, and this paper gives a system using video image and radar data to segment the occlusion objects. In this system the objects are extracted by processing image sequence, and using the radar data for object tracking when there is an occlusion. First, in this paper, an improved method is proposed for background acquisition before object extraction and location, and then an algorithm is adopted for shadow clutter rejection. Second, object tracking with image and radar data is discussed. The experimental results show that this system can robustly crack objects, and significantly improve the accuracy probability of tracking with occlusions.
引用
收藏
页码:943 / +
页数:2
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