DocumentCode
423792
Title
A design and complement for face recognition
Author
Wei, Ping ; Xiong, Wei-qing ; Wang, Xiao-Quan
Author_Institution
Inst. of Comput. Sci. & Technol., Ningbo Univ., China
Volume
6
fYear
2004
fDate
26-29 Aug. 2004
Firstpage
3666
Abstract
Based on the face orientation, a system for face recognition is designed. BP neural network is used for face orientation recognition and a subnet with a set of single export is replaced with formerly BP neural network to increase the accuracy of face orientation recognition. The face recognition with the principal components analysis based on classification of face orientation shows the accuracy of face recognition is increased.
Keywords
backpropagation; face recognition; neural nets; principal component analysis; backpropagation neural networks; face recognition; principal components analysis; Computer science; Face recognition; Fingerprint recognition; Humans; Image recognition; Image resolution; Neural networks; Pattern recognition; Pixel; Principal component analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN
0-7803-8403-2
Type
conf
DOI
10.1109/ICMLC.2004.1380442
Filename
1380442
Link To Document