The accurate extraction and tracking of moving objects for video surveillance

Jiang Bin Zheng, David Dagan Feng, Wan Chi Siu, Yan Ning Zhang, Xiu Ying Wang, Rong Chun Zhao

科研成果: 书/报告/会议事项章节会议稿件同行评审

6 引用 (Scopus)

摘要

In this paper, an accurate extraction approach and an effective tracking algorithm for moving objects are proposed. We first describe our extraction algorithm, which can extract objects precisely by using the mixed differences between adaptive background estimation and the two adjacent frames. Then we design a tracking algorithm, in which we use several IIR filters to predict the moving objects position and improve efficiency of the objects matching by using the moving objects temporal image and extracting results. The proposed tracking algorithm can track the objects accurately even if the objects are in the process of acceleration and have slight deformations. The efficiency of the proposed algorithms is demonstrated by several experiments given in this paper.

源语言英语
主期刊名Proceedings of 2002 International Conference on Machine Learning and Cybernetics
1909-1913
页数5
出版状态已出版 - 2002
活动Proceedings of 2002 International Conference on Machine Learning and Cybernetics - Beijing, 中国
期限: 4 11月 20025 11月 2002

出版系列

姓名Proceedings of 2002 International Conference on Machine Learning and Cybernetics
4

会议

会议Proceedings of 2002 International Conference on Machine Learning and Cybernetics
国家/地区中国
Beijing
时期4/11/025/11/02

指纹

探究 'The accurate extraction and tracking of moving objects for video surveillance' 的科研主题。它们共同构成独一无二的指纹。

引用此