DocumentCode
478756
Title
Local Feature Based Face Recognition
Author
Huang, Mei ; Zhou, Jiliu ; He, Kun ; Xiong, Shuhua ; Li, Tao
Author_Institution
Coll. of Electron. & Inf. Eng., Sichuan Univ., Chengdu
Volume
1
fYear
2006
fDate
20-24 June 2006
Firstpage
274
Lastpage
277
Abstract
Accuracy of statistical face recognition is determined by face´s distributed feature. Applying statistical recognition to faces without obvious distributed feature is meaningless. But such faces can be classified by subtle differences between local features. So local feature based face recognition by obtaining local feature and its dimension is proposed in this paper. Experiments show that, the algorithm is satisfactory
Keywords
Gabor filters; face recognition; feature extraction; image classification; statistical analysis; wavelet transforms; Gabor wavelet transform; face classification; face distributed feature; local feature based face recognition; statistical face recognition; Convolution; Data mining; Educational institutions; Face detection; Face recognition; Frequency; Gabor filters; Lighting; Nose; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
Conference_Location
Hanzhou, Zhejiang
Print_ISBN
0-7695-2581-4
Type
conf
DOI
10.1109/IMSCCS.2006.83
Filename
4673558
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