人脸识别在生物计量学中的应用

R. Petrescu
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Although the accuracy of facial recognition system as biometric technology is lower than iris recognition and fingerprint recognition, it is widely adopted due to its contactless and non-invasive process. Recently, it has also become popular as a commercial identification and marketing tool. Other applications include advanced human-computer interaction, video surveillance, automatic indexing of images and video database, among others. The use of facial recognition has recently become a very debatable subject and has been criticized more and more because it was considered an unethical tool used to spy on the public. The reason for such criticism is, however, largely due to the lack of information and regulation of this technology. Used proportionally and responsibly, facial recognition can and should be beneficial. It has the capacity to do much more to increase security in the future-from street crime to airport security. Armed war crime has dominated UK titles throughout the year. Recent statistics indicate that the number of people who benefited from the emergency assistance due to armed attacks increased by almost 40% compared to the two years ago, while the number of children under 18 years of age with stab wounds is increasing by 86 % in only four years. Face recognition has become a normal activity in many airports around the world. Many people today have a so-called biometric passport that allows them to go faster to the gate without having to be controlled. The facial recognition used in this way has significantly reduced waiting times for passport control but also has the ability to increase security in and around airports. Face recognition thus allows officers to identify an individual more quickly and accurately than the human eye. 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引用次数: 25

摘要

面部识别系统是一种能够从数字图像或来自视频源的视频帧中识别或验证人的技术。面部识别系统有多种工作方法,但一般来说,它们是通过将给定图像中的选定面部特征与数据库中的面部特征进行比较来工作的。它也被描述为一种基于人工智能的生物识别应用程序,可以通过分析基于人的面部纹理和形状的模式来唯一地识别一个人。虽然最初是一种计算机应用程序,但最近在移动平台和其他形式的技术(如机器人)中得到了更广泛的应用。它通常用作安全系统中的访问控制,并且可以与指纹或眼睛虹膜识别系统等其他生物识别技术进行比较。人脸识别作为一种生物识别技术,虽然准确率低于虹膜识别和指纹识别,但由于其非接触、非侵入性等特点,被广泛采用。最近,它也成为一种流行的商业识别和营销工具。其他应用包括高级人机交互、视频监控、图像自动索引和视频数据库等。面部识别的使用最近成为一个非常有争议的话题,因为它被认为是用于监视公众的不道德工具,因此受到越来越多的批评。然而,这种批评的原因主要是由于缺乏对该技术的信息和监管。适当而负责任地使用,面部识别可以而且应该是有益的。它有能力在未来做更多的事情来加强安全——从街头犯罪到机场安全。武装战争罪占据了整个一年的英国图书。最近的统计数字表明,与两年前相比,因武装袭击而获得紧急援助的人数增加了近40%,而18岁以下被刺伤的儿童人数仅在四年内就增加了86%。人脸识别已经成为世界上许多机场的一项正常活动。如今,许多人都有所谓的生物识别护照,可以让他们更快地到达登机口,而不必受到控制。以这种方式使用的面部识别技术大大减少了护照检查的等待时间,而且还能够提高机场内外的安全性。因此,面部识别使警察能够比人眼更快、更准确地识别一个人。尽管一些批评人士可能会担心与技术相关的保密问题,但机场已经证明,使用面部识别技术提高了安全性,加快了办理登机手续等流程,未来甚至还会加快登机手续。如果使用得当,面部识别可以在多个方面帮助保护公众和改善国家安全。同样,先进的技术可以识别犯罪现场闭路电视安全系统上看到的人,从而证明拦截和搜查是合理的。实时检查一个人是否在刑事调查名单上的能力,在停止搜查之前为决策过程增加了额外的优势,从而降低了歧视的可能性。
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Face Recognition as a Biometric Application
A facial recognition system is a technology capable of identifying or verifying a person from a digital image or a video frame from a video source. There are multiple methods in which facial recognition systems work, but in general, they work by comparing selected facial features from the given image with faces within a database. It is also described as a Biometric Artificial Intelligence-based application that can uniquely identify a person by analyzing patterns based on the person's facial textures and shape. While initially a form of computer application, it has seen wider uses in recent times on mobile platforms and in other forms of technology, such as robotics. It is typically used as access control in security systems and can be compared to other biometrics such as fingerprint or eye iris recognition systems. Although the accuracy of facial recognition system as biometric technology is lower than iris recognition and fingerprint recognition, it is widely adopted due to its contactless and non-invasive process. Recently, it has also become popular as a commercial identification and marketing tool. Other applications include advanced human-computer interaction, video surveillance, automatic indexing of images and video database, among others. The use of facial recognition has recently become a very debatable subject and has been criticized more and more because it was considered an unethical tool used to spy on the public. The reason for such criticism is, however, largely due to the lack of information and regulation of this technology. Used proportionally and responsibly, facial recognition can and should be beneficial. It has the capacity to do much more to increase security in the future-from street crime to airport security. Armed war crime has dominated UK titles throughout the year. Recent statistics indicate that the number of people who benefited from the emergency assistance due to armed attacks increased by almost 40% compared to the two years ago, while the number of children under 18 years of age with stab wounds is increasing by 86 % in only four years. Face recognition has become a normal activity in many airports around the world. Many people today have a so-called biometric passport that allows them to go faster to the gate without having to be controlled. The facial recognition used in this way has significantly reduced waiting times for passport control but also has the ability to increase security in and around airports. Face recognition thus allows officers to identify an individual more quickly and accurately than the human eye. While some critics may worry about technology-related confidentiality issues, airports have shown that the use of facial recognition has improved security as well as speeding up processes such as check-in and in the future, even procedures boarding. When used correctly and proportionally, facial recognition can help protect the public and improve national security on multiple fronts. Similarly, advanced technology can recognize a person seen on CCTV security systems at the crime scene, justifying a person's stop and search. The ability to check in real time whether a person is on the list of criminal investigations adds an added advantage to the decision-making process before stopping and searching, thus lowering the probability of discrimination.
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