摘要
本文先从人脸识别简介开始,引出当前人脸识别算法性能评估存在的问题,提出一套面向人脸识别算法的性能评价系统,就人脸识别性能评价当前存在的问题,从整体上分解人脸识别系统,分别就人脸检测、人脸标定、人脸识别算法设计一个整体性的评价系统。该系统可以更全面的衡量一套人脸识别算法的算法性能,并为算法开发人员提供算法优化依据。
Starting with a brief introduction of face recognition,this paper draws out the problems in the performance evaluation of current face recognition algorithms,and proposes a performance evaluation system for face recognition algorithms.On the basis of the existing problems in the performance evaluation of face recognition,it decomposes the face recognition system as a whole and designs a holistic evaluation system for face detection,face calibration and face recognition algorithms,respectively.The system can measure the performance of a set of face recognition algorithms more comprehensively,and provide the basis for algorithm optimization for algorithm developers.
作者
潘青华
潘松
PAN Qing-hua;PAN Song(Artificial Intelligence Research Institute;IFLYTEK Co.,Ltd.)
出处
《中国标准化》
2019年第15期159-164,共6页
China Standardization
关键词
性能评价
人脸检测
人脸标定
人脸识别
effectiveness evaluation
face detection
face calibration
face recognition
