监控视频中的车辆跟踪与监控

Ashish Singh Patel, O. Vyas, Muneendra Ojha
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引用次数: 4

摘要

视频监控系统已成为智慧城市基础设施的重要组成部分。然而,它仍然没有充分发挥其潜力。在这项工作中,我们提出了一个案例研究,其中存储中心监控数据已被用于自动提取有用的信息。监控摄像头记录了卡车通过存储中心大门的运动,店员在那里登记与卡车相关的数据。这一过程容易出现不准确、欺诈和损失。挑战在于通过视频实现数据输入过程的自动化,从而使仓库实现无缝和无差错的记录保存。在本文中,我们提出了一个使用监控视频提取有用信息的框架,例如卡车检测,其注册号/所有权识别,进出卡车的计数以及装载或空卡车的计数。我们在印度恰蒂斯加尔邦的水稻储存中心测试了本文所介绍的工作,结果非常令人鼓舞。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Vehicle Tracking and Monitoring in Surveillance Video
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.
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