一种基于运动检测的监控系统

Atif Ali Khan, Muneeb Iqbal
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引用次数: 6

摘要

安全是当今世界最大的问题之一。根据伦敦警察厅的数据,总共发生了33,471起抢劫案,其中90%涉及个人和其他商业活动;总共发生了92,135起盗窃案,其中70%发生在住宅,其余是非住宅。上图表明,毫无疑问,犯罪正在发生,无论是住宅还是非住宅场所都不安全。当然需要一种系统,它可以作为我们的办公室和家庭的监视,它易于使用,可以在个人电脑上运行,可以通过不同的媒介,如移动电话,电子邮件或PDA访问。人眼一直被认为是最可靠的监视来源。本文主要研究开发一种计算机监控系统,以代替人眼进行监控。机器视觉被用于检测入侵者,并使用短信和电子邮件通信技术通知人类有关意外动作。该系统是一个分布式应用程序,可以与来自世界各地的用户进行交互。讨论了各种运动检测算法,并根据实际情况选择了合适的运动检测算法。如果对系统的可靠性要求较高,则有更有效的算法可用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Motion Detection Based Surveillance System (MDSS)
Security is one of the biggest issues in today's world. According to Metropolitan Police Service there have been a total of 33,471 robberies out of which 90% of them were personal and rest business and there has been a total of 92,135 burglaries out of which 70% of them were residential and the rest were non residential. The above figure shows that no doubt the crime is happing and let it be residential or non-residential places are not safe. There is surely a need for a system which can act as a surveillance for our offices and home and which is easy to use, which can run on a PC, which can be accessed via different medium like mobile phone, email or PDA. Human eye has always been considered as the most reliable source of surveillance. This paper concentrates on developing a computer based system which would replace human eye in surveillance. Machine vision is implemented to detect intruders and notify humans about the unexpected motion using SMS and email communication technologies. The system is a distributed application and can interact with its users from all over the world. Various motion detection algorithms were discussed and suitable choice was made for the project. There are more efficient algorithms available if the required reliability of the system is higher.
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