DocumentCode
3180768
Title
Dynamic grouping multi-classes face recognition method
Author
Hui, Fan ; Jin-wei, Wen ; Si-wei, Luo
Author_Institution
Northern Jiaotong Univ., Beijing, China
Volume
2
fYear
2002
fDate
26-30 Aug. 2002
Firstpage
1259
Abstract
The paper presents a dynamic grouping multi-class face recognition method, which has knowledge-increasable ability and can solve the problems of large classes face recognition and pattern classes dynamic extension. By adopting multiple classifiers parallel working in the process of training and dynamic grouping recognition, the method can not only speed up calculation and improve the recognition rate but also achieve extension easily and freely. Experimental results prove its reasonableness and feasibility.
Keywords
face recognition; image classification; knowledge based systems; parallel processing; dynamic grouping multi-class face recognition; dynamic grouping recognition; knowledge-increasable ability; knowledge-inheritable ability; parallel multiple classifiers; pattern classes dynamic extension; recognition rate; training; Authentication; Biological neural networks; Character recognition; Computer science; Credit cards; Educational institutions; Face recognition; Paper technology; Pattern recognition; Telephony;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2002 6th International Conference on
Print_ISBN
0-7803-7488-6
Type
conf
DOI
10.1109/ICOSP.2002.1180020
Filename
1180020
Link To Document