Event detection for intelligent car park video surveillance

Georgios Diamantopoulos, Michael Spann
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引用次数: 15

Abstract

Intelligent surveillance has become an important research issue due to the high cost and low efficiency of human supervisors, and machine intelligence is required to provide a solution for automated event detection. In this paper we describe a real-time system that has been used for detecting tailgating, an example of complex interactions and activities within a vehicle parking scenario, using an adaptive background learning algorithm and intelligence to overcome the problems of object masking, separation and occlusion. We also show how a generalized framework may be developed for the detection of other complex events.

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智能停车场视频监控中的事件检测
由于人工监控器成本高、效率低,智能监控成为一个重要的研究课题,需要机器智能来提供自动化事件检测的解决方案。在本文中,我们描述了一个用于检测尾随的实时系统,这是车辆停车场景中复杂交互和活动的一个例子,该系统使用自适应背景学习算法和智能来克服物体掩蔽、分离和遮挡问题。我们还展示了如何开发用于检测其他复杂事件的广义框架。
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