基于人脸识别的监所点名系统的设计与实现

发布时间：2018-06-16 17:53

本文选题：监所点名系统 + 人脸识别　；参考：《郑州大学》2017年硕士论文

【摘要】：在科技发展日新月异的今天,人脸识别技术已经越来越成熟和普及,将这项新兴技术应用在日常生活已经成为了现实。这项技术的日趋成熟离不开深度学习的快速发展。目前的人脸识别算法的识别精度已经达到甚至超越了人眼的识别精度。将人脸识别技术应用到我们日常生活当中也已经成为了发展的必然趋势。本文依据人脸识别技术开发了一套自动点名系统,主要应用在监管场所中。现有的监管场所采用的是人工点名,这种点名方式有着诸多的缺点,比如效率低下、可靠性低等。本文设计了一套人脸识别的自动点名系统,可以定时进行自动点名,效率和可靠性都较原来有了大幅度的提升。这套系统是C/S架构的,在整个监所内布置一套点名中心服务器,在各个监区内分别布置点名前端。文章详细的介绍了该系统的整个开发流程,包括系统所涉及的理论知识,系统的解决方案,系统的软件设计与硬件设计,还有系统的最终实现效果,在文章的最后对系统进行了全方位的测试。本系统的软件部分是依托于C++语言进行开发的,开发平台为VC6.0,使用的是VC当中的MFC框架。本系统包含了两大部分,一是硬件设备,二是系统的软件。软件也包含了两部分,一是点名中心服务器,二是点名前端软件。点名设备是安装在点名场所的硬件设备,主要作用就是通过摄像头采集人脸图像,并通过语音和指示灯来提示待点名人员。点名中心是负责点名策略的下发,查询点名详情,还有当点名异常时及时的进行报警。点名前端其主要功能就是控制点名流程、查看点名状态、查询点名记录和点名人员还有在点名完成后给中心服务器上报点名结果等。经过实际测试,本系统可以较好的完成人脸点名任务,并且已经投入到了实际使用当中。
[Abstract]:With the rapid development of science and technology, face recognition technology has become more and more mature and popular, the application of this new technology in daily life has become a reality. The maturation of this technology is inseparable from the rapid development of deep learning. At present, the recognition accuracy of face recognition algorithm has reached or exceeded the recognition accuracy of human eyes. The application of face recognition technology to our daily life has become an inevitable trend of development. In this paper, an automatic roll-call system is developed based on face recognition technology, which is mainly used in supervising places. Existing regulatory institutions use manual naming, which has many drawbacks, such as inefficiency and low reliability. In this paper, a set of automatic roll call system for face recognition is designed, which can make automatic roll call at regular time. The efficiency and reliability are greatly improved compared with the original system. The system is based on C / S architecture, with a roll call center server in the entire prison and a roll call front end in each cell. This paper introduces the whole development process of the system in detail, including the theoretical knowledge involved in the system, the solution of the system, the software design and hardware design of the system, and the final realization effect of the system. At the end of the article, the system is tested in all directions. The software part of the system is based on C language development, the development platform is VC6.0, using the MFC framework in VC. This system includes two parts, one is the hardware equipment, the other is the software of the system. The software also includes two parts, one is the roll call center server, the other is the roll-calling front-end software. Roll call equipment is the hardware equipment installed in roll call place, the main function is to collect face image through camera, and to prompt callers by voice and indicator light. Roll call Center is responsible for roll-call policy, query roll-call details, and call the police in time when the roll call is abnormal. The main function of the roll call front end is to control the roll call process, to check the roll call status, to inquire the roll call record and to report the roll call result to the central server after the roll call is completed. After practical test, the system can complete the face roll call task well, and has been put into practical use.
【学位授予单位】：郑州大学
【学位级别】：硕士
【学位授予年份】：2017
【分类号】：TP391.41;TP311.52

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