智能停车场视频监控中的事件检测

Georgios Diamantopoulos, Michael Spann
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引用次数: 15

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Event detection for intelligent car park video surveillance

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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