计算机工程与应用2023，Vol.59Issue(24)：16-25,10.DOI:10.3778/j.issn.1002-8331.2305-0110
基于判别模型的年龄不变人脸识别方法综述
Review of Age-Invariant Face Recognition Methods Based on Discriminant Models
摘要
Abstract
Face recognition is a biometric technology that uses human facial features for identity verification.But with the increase of age,the contour,shape and texture of the face will change significantly,which brings great challenge to face recognition.Thus,the study of age-invariant face recognition is of great significance.Firstly,this paper introduces the research status of discriminant methods,including traditional discriminant methods and discriminant methods based on deep learning,and summarizes the advantages and disadvantages.Then,the representative datasets and common evalu-ation indexes in the field of age-invariant face recognition are sorted out,and the performance of excellent algorithms is compared on common datasets.Finally,the future development of age-invariant face recognition technology is discussed.关键词
年龄不变人脸识别/判别方法/深度学习Key words
age-invariant face recognition/discriminative method/deep learning分类
信息技术与安全科学引用本文复制引用
杨晓艳,邓淼磊,张德贤,李磊,王翠..基于判别模型的年龄不变人脸识别方法综述[J].计算机工程与应用,2023,59(24):16-25,10.基金项目
国家自然科学基金(62276091) （62276091）
河南省重大公益专项(201300311200). （201300311200）
