Tracking Multi Objects With Different Size Based on Data Association

摘要：

　　In this paper,a recursive multiple objects tracking method based on data association is proposed.Firstly,an adaptive tracking window is designed for the scale changes of the object in motion scene.Then a data association method is proposed for multi-object tracking.The tracking window and the observation data of the same object at different time as well as the different objects at the same time are all associated to achieve robust tracking of the objects with different number and size.Experimental results show that the proposed multi-object tracking mechanism can deal with complicated situations such as object occlusion,merging,separating,appearing and disappearing.

关键词： adptive tracking window data association multi-abject tracking particle filter

作者: Xue Tingting Wang Yanjiang Qi Yujuan

作者单位: College of Information and Control Engineering, China University of Petroleum(East China), Qingdao, P.R.China

会议类型: 国际会议

会议名称: 2012 IEEE 11th International Conference on Signal Processing (第11届IEEE信号处理国际会议)

会议地点: 北京

会议语种:英文

页码: 1123-1126

在线出版日期: 2012-10-21（万方平台首次上网日期，不代表论文的发表时间）