Research of automatic human face recognition correlative with face pose
- VernacularTitle:姿态相关的人脸自动识别研究
- Author:
Gang LI
;
Zhiming ZHOU
;
Shuyi WANG
- Publication Type:Journal Article
- Keywords:
face recognition;
pose varied;
correlative with poses;
eigenfaces
- From:
Chinese Medical Equipment Journal
2003;0(S1):-
- CountryChina
- Language:Chinese
-
Abstract:
Engenfaces is a simple and effective face recognition method based on the relativity of the training set and testing set of face images.However,the correct recognition rate decreases by eigenfaces sharply when the face pose varies.Aiming at improving correct recognition rate in this case,a face recognition approach correlative with face poses is presented.The basic idea is toensure that testing face with particular pose should be matched in the face database whose poses are the same as that of the testing face.Experimental results show the new method gains higher correct recognition rates than traditional eigenfaces method.
