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

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=626849