Parking access system based on face recognition

Imène Taleb, Madani Ould Mammar
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引用次数: 2

Abstract

The human face plays an important role in our social interaction, conveying people's identity. Using the human face as a key to security, biometric face recognition technology has received significant attention. Face recognition technology, is very popular and it is used more widely because it does not require any kind of physical contact between the users and the device. Camera scans the user face and match it to a database for verification. Furthermore, it is easy to install and does not require any expensive hardware. Facial recognition technology is used widely in a variety of security systems such as physical access control or computer user accounts. In this paper, we present an access control vehicle system to the park based on camera installed at theparking entry. First, we use the nonadaptive method to detect the moving object, and we propose an algorithm to detect and recognize the face of the driver who wants to enter to the parking and verify if he is allowed. We use Viola-Jones method for face detection and we propose a new technique based on PCA, and LDA algorithm for face recognition.
基于人脸识别的停车门禁系统
人脸在我们的社会交往中扮演着重要的角色,传递着人们的身份。生物特征人脸识别技术以人脸作为安全的关键,受到了广泛的关注。人脸识别技术非常流行,因为它不需要用户和设备之间的任何形式的身体接触,所以使用得更广泛。摄像头扫描用户的脸,并将其与数据库进行匹配以进行验证。此外,它易于安装,不需要任何昂贵的硬件。面部识别技术广泛应用于各种安全系统,如物理访问控制或计算机用户帐户。本文提出了一种基于停车场入口摄像头的停车场车辆门禁系统。首先,我们采用非自适应方法检测运动物体,并提出一种算法来检测和识别想要进入停车场的司机的面部,并验证他是否被允许进入停车场。我们使用Viola-Jones方法进行人脸检测,并提出了一种基于PCA和LDA算法的人脸识别新技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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