摘要
从算法、系统、标准、应用方面阐述了人脸识别综合技术的发展.在算法方面,介绍了部件PCA人脸识别和基于深度学习的人脸识别;在人脸识别系统方面,介绍了辨识人脸识别的系统结构;在标准方面,介绍了我国公共安全领域里的相关标准的发布情况;在应用方面,主要介绍了人脸识别在公共安全中的应用.同时也梳理了人脸识别技术发展的历程,并指出了当前人脸识别面临的挑战性问题.
This paper elaborates the comprehensive technology development of face recognition from the aspects of algorithm, system, standard and application. In the aspect of algorithm,the MMP-PCA face recognition method and the deep learning based face recognition method are introduced. In the aspect of face recognition system, the system structure of face recognition is introduced. In the aspect of standards the relevant standards of the public safety in our country are introduced. In the aspect of application,the paper mainly introduces the application of face recognition in public security. At the same time, this paper also combeds the development process of face recognition technology and pointes out the challenges of face recognition.
出处
《信息安全研究》
2016年第1期33-39,共7页
Journal of Information Security Research
关键词
人脸识别算法
人脸识别系统
人脸识别标准
深度学习
部件PCA
face recognition algorithm
face recognition system
face recognition criterion
deep learning
MMP-PCA
