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Vehicle Tracking and Monitoring in Surveillance Video

机译:监控视频中的车辆跟踪和监控

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A video surveillance system has become an integral part of the smart city infrastructure. However, it still lacks its utilization to the full potential. In this work, we present a case study in which a storage center surveillance data has been used to extract useful information automatically. A surveillance camera records the movement of trucks passing through a storage center gate where a clerk registers the truck-related data. This process is prone to suffer from inaccuracy, fraud, and loss. The challenge is to automate the data entry process through video such that the warehouse achieves a seamless and errorfree record-keeping. In this paper, we present a framework to use the surveillance video to extract useful information such as detection of trucks, their registration number/ownership identification, count of incoming and outgoing trucks, and count of loaded or empty trucks. We tested the work presented in this paper at the paddy storage centers in Chhattisgarh, India, and the results were very encouraging.
机译:视频监控系统已成为智能城市基础设施的一个组成部分。但是,它仍然缺乏对全部潜力的利用率。在这项工作中,我们展示了一个案例研究,其中存储中心监视数据已被用于自动提取有用信息。监控摄像机记录卡车穿过存储中心门的运动,其中店员寄存卡车相关数据。这个过程易于患有不准确,欺诈和损失。挑战是通过视频自动化数据进程,使得仓库实现无缝和错误的记录保存。在本文中,我们提出了一个使用监控视频来提取有用信息的框架,例如卡车的检测,他们的注册号/所有权识别,传入和传出卡车的计数,以及装载或空卡车的数量。我们在印度Chhattisgarh的稻田存储中心测试了本文提出的工作,结果非常令人鼓舞。

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