Security Management of Authentication System Based on Dynamic Biometric Features

Y. Tsai, Hsiao-Ping Huang, H. Wu
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引用次数: 1

Abstract

This paper presents an integrated security management for authentication of users based on dynamic biometric features. For the vary applications of mobile-commerce, a mobile device cooperating with a user calibration interface is used to capture the dynamic face images of the sliding view of the human face to improve the security level of the whole system. The dynamic face recognition automatically chooses proper face image from the sliding view according to the normal vector of the human face. It can provide high face recognition rate from different viewing angle and reduce computation time to fit the requirement of the platform on smart phones. The adaptive model for detection deals with the variant lighting conditions. Then, the weighted eigenface integrates features from different viewing angles between the viewing direction and the normal vector. The experimental results showed that the proposed method can be successfully applied to the smart phone for authentication of users under variant environments.
基于动态生物特征的认证系统安全管理
提出了一种基于动态生物特征的用户认证集成安全管理方法。针对移动电子商务的各种应用,采用移动设备配合用户校准界面,采集人脸滑动视图的动态人脸图像,提高整个系统的安全水平。动态人脸识别根据人脸的法向量,自动从滑动视图中选择合适的人脸图像。该算法可以在不同视角下提供较高的人脸识别率,并减少计算时间,以适应智能手机平台的要求。自适应检测模型处理不同的光照条件。然后,加权特征面在观察方向和法向量之间整合不同视角的特征。实验结果表明,该方法可以成功地应用于智能手机中,用于不同环境下的用户认证。
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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