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
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;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1380442
