西安理工大学学报2017，Vol.33Issue(2)：127-131,5.DOI:10.19322/j.cnki.issn.1006-4710.2017.02.001
一种单幅前视图的人脸识别算法
A face recognition algorithm based on the single front view
摘要
Abstract
Based on the single front view of human face images,this paper aims at the solution of the problem by target face recognition in the surveillance video with a method proposed to obtain virtual and multi-pose face samples by homography;it extracts the Gabor feature;using principal component analysis (PCA) to reduce the data dimension;after its use for training SVM classifier,employing the semi-supervised SVM for face recognition.The method is used to verify the validity of the data set of National Graduate contest on smart-city technology and creative design.关键词
单幅正视图像/人脸识别/单应变换/Gabor特征/SVMKey words
single front view/face recognition/homography/Gabor transform/SVM分类
信息技术与安全科学引用本文复制引用
毛雯,朱虹,张岩..一种单幅前视图的人脸识别算法[J].西安理工大学学报,2017,33(2):127-131,5.基金项目
国家自然科学基金资助项目(61673318) （61673318）
