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Face Recognition in CCTV Systems

机译:闭路电视系统中的人脸识别

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摘要

As the technology developed in its peak, human beings highly dependable on its applications. Closed-Circuit Television (CCTV) is one of such technological invention of human which assures the security of the firms and offices in a great extent. Even though CCTV systems are highly useful for the observational purposes, it also possess some requirements. In a circumstantial such as a robbery happened inside a bank the forensic analysis can be done through the footage from the CCTV systems itself. The parameters which influences the identification process are lot such as the camera quality, distance measurements from object to camera, the angle of the camera etc. Here two phases are including in the facial recognition technique. In the first phase we collect different faces of subjects to form the database. In the second phase we extract target face from the CCTV evidence footage and it undergoes image enhancement process to create a good quality output images for the comparison process with the database images.
机译:随着技术的飞速发展,人类高度依赖其应用。闭路电视(CCTV)是人类的一项技术发明,在很大程度上确保了公司和办公室的安全。尽管CCTV系统对于观察目的非常有用,但它也具有一些要求。在银行内部发生抢劫之类的情况下,可以通过闭路电视系统本身的录像来进行法医分析。影响识别过程的参数很多,例如摄像机的质量,从物体到摄像机的距离测量值,摄像机的角度等。这里的面部识别技术包括两个阶段。在第一阶段,我们收集对象的不同面孔以形成数据库。在第二阶段中,我们从CCTV证据素材中提取目标人脸,并对其进行图像增强处理,以创建高质量的输出图像,以便与数据库图像进行比较。

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