%0 Journal Article
%T Kalman filtering for tracking video objects based on motion estimation<br>基于运动估计的Kalman滤波视频对象跟踪
%A ZHANG Bei-bei
%A XIAO Guo-qiang
%A JIANG Jian-min
%A <br>张贝贝
%A 肖国强
%A 江健民
%J 计算机应用
%D 2008
%I 
%X A video tracking algorithm that used the prediction of object centroids based on Kalman filtering was preposed. Firstly, video objects were segmented and their centroids were calculated. Then, Kalman filtering was used to predict the object centroids in next frame with the information of centroids and motion vectors in successive two frames of a video sequence, so It was able to track multiple non-rigid moving objects fast, efficiently and automatically. Experimental results show that the proposed method is...
%K kalman filtering
%K video object tracking
%K centroid
%K motion vector<br>形心
%K 运动矢量
%K Kalman滤波
%K 视频对象跟踪
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=F4653AC5AE1FADACD8856AEC08212903&yid=67289AFF6305E306&vid=D3E34374A0D77D7F&iid=5D311CA918CA9A03&sid=E1A8B116B8F72D84&eid=84B0BD1ACE2C0D86&journal_id=1001-9081&journal_name=计算机应用&referenced_num=0&reference_num=15