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监控系统中的多摄像头协同算法

肖卫初 陈伟宏

重庆工学院学报(自然科学版)2008,Vol.22Issue(4):117-123,7.
重庆工学院学报(自然科学版)2008,Vol.22Issue(4):117-123,7.

监控系统中的多摄像头协同算法

An Algorithm for Cooperative Multi-camera Surveillance

肖卫初 1陈伟宏2

作者信息

  • 1. 湖南城市学院物理与电信工程系,湖南,益阳,413000
  • 2. 湖南城市学院计算机科学系,湖南,益阳,413000
  • 折叠

摘要

Abstract

An algorithm for the cooperative multi-camera surveillance system is proposed. This algorithm, which is called Priority and Distance Algorithm (PDA), introduces a weight function depending on the object visibility, the task priority and the object-to-camera distance to select the most appropriate camera, and attempts to assign the object with the highest priority to the camera with the nearest distance to the object. In order to track people reliably, a new data fusion algorithm is developed in the network of cooperative cameras, which adapts to lighting change conditions and does not need the prior knowledge of the tracking system. Both the PDA and the data fusion algorithm are implemented in the distributed surveillance system using multiple cameras to track multiple objects. Experiment results show that the system can coordinate cameras to track objects and can deal well with the occlusion.

关键词

多摄像头/监控系统/协同/数据融合

Key words

multi-camera/ surveillance system/ coordination/ data fusion

分类

信息技术与安全科学

引用本文复制引用

肖卫初,陈伟宏..监控系统中的多摄像头协同算法[J].重庆工学院学报(自然科学版),2008,22(4):117-123,7.

基金项目

湖南省教育厅科研基金资助项目(06C219). (06C219)

重庆工学院学报(自然科学版)

OACSTPCD

1674-8425

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