大型分布式摄像机网络中面向任务的目标跟踪

2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance Pub Date : 2010-08-29 DOI:10.1109/AVSS.2010.66

Eduardo Monari, K. Kroschel

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引用次数: 9

摘要

本文提出了一种面向任务的大型分布式摄像机网络目标跟踪方法。这项工作包括三个主要贡献。首先提出了面向任务的视频处理通用流程框架;其次，详细介绍了多摄像机跟踪任务所需的面向任务框架的系统组成。第三，为了在大型摄像机网络中实现高效的面向任务的处理，多摄像机跟踪过程的动态传感器调度能力是必不可少的。为此，提出了一种有效的传感器选择方法。

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Task-Oriented Object Tracking in Large Distributed Camera Networks

In this paper a task-oriented approach for object trackingin large distributed camera networks is presented. Thiswork includes three main contributions. First a generic processframework is presented, which has been designed fortask-oriented video processing. Second, system componentsof the task-oriented framework needed for the task of multicameraperson tracking are introduced in detail. Third, foran efficient task-oriented processing in large camera networksthe capability of dynamic sensor scheduling by themulti-camera tracking processes is indispensable. For thispurpose an efficient sensor selection approach is proposed.

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2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance

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