互动视频监控

Y. Ivanov, C. Stauffer, A. Bobick, W. Grimson
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引用次数: 121

摘要

本文描述了一种自动监控系统,该系统可以对室外环境中的事件和交互进行标记。该系统设计用于监控露天停车场的活动。它由三个组件组成:一个自适应跟踪器、一个事件生成器(将对象跟踪映射到一组预先确定的离散事件)和一个随机解析器。该系统对停车场的监控视频进行分割和标记,并识别人与车的互动,如上下车。本文介绍的系统是由麻省理工学院媒体实验室和麻省理工学院人工智能实验室共同开发的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Video surveillance of interactions
This paper describes an automatic surveillance system, which performs labeling of events and interactions in an outdoor environment. The system is designed to monitor activities in an open parking lot. It consists of three components-an adaptive tracker, an event generator, which maps object tracks onto a set of pre-determined discrete events, and a stochastic parser. The system performs segmentation and labeling of surveillance video of a parking lot and identifies person-vehicle interactions, such as pick-up and drop-off. The system presented in this paper is developed jointly by MIT Media Lab and MIT Artificial Intelligence Lab.
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