DocumentCode :
626849
Title :
Application of neural networks with CSD coefficients for human face recognition
Author :
Parvin, A. ; Ahmadi, Mahdi ; Muscedere, R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Windsor, Windsor, ON, Canada
fYear :
2013
fDate :
19-23 May 2013
Firstpage :
1628
Lastpage :
1631
Abstract :
Neural Networks have been widely used in face recognition as a reliable classifier. In the proposed method, neural network classifier with CSD coefficients is used to speed up the recognition system. The FPGA implementation of the proposed method indicates that the high speed recognition can be achieved by using neural network classifier with CSD coefficients while maintaining good recognition rate.
Keywords :
face recognition; neural nets; CSD coefficient; FPGA implementation; canonical signed digit; high speed recognition; human face recognition; neural network application; Artificial neural networks; Face; Face recognition; Feature extraction; Hardware; Neurons; Principal component analysis; CSD multiplier; hardware implementation; high speed recognition; neural networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location :
Beijing
ISSN :
0271-4302
Print_ISBN :
978-1-4673-5760-9
Type :
conf
DOI :
10.1109/ISCAS.2013.6572174
Filename :
6572174
Link To Document :
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